diff --git "a/test.json" "b/test.json" --- "a/test.json" +++ "b/test.json" @@ -1,701 +1,701 @@ [ { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The Defense Health Agency comprises more than 700 military medical, dental, and veterinary facilities and provides care to more than 9.6 million beneficiaries. As medication experts, pharmacists identify opportunities to optimize medication therapy, reduce cost, and increase readiness to support the Defense Health Agency's mission. The Tripler Pilot Project and the Army Polypharmacy Program were used to establish a staffing model of 1 clinical pharmacist for every 6,500 enrolled beneficiaries. No large-scale cost-benefit study within the military health care system has been done, which documents the number of clinical interventions and uses established cost-avoidance (CA) data, to determine the cost-benefit and return on investment (ROI) for clinical pharmacists working in the medical treatment facilities.OBJECTIVE: To validate the patient-centered medical home staffing model across the military health care system using the Tripler Pilot Project results to provide a cost-benefit analysis with an ROI. The secondary goal is to describe the interventions, staffing levels, and US Department of Defense-specific requirements impacting the provision of clinical pharmacy.METHODS: A retrospective analysis of 3 years of encounters by clinical pharmacists in which an intervention was documented in the Tri-Service Workflow (TSWF) form as part of the electronic health record was completed. The analysis used 6 steps to assign CA intervention types and to prevent duplication and overestimation of the ROI. The absolute number of clinical pharmacists was determined using workload criteria defined as at least 20 encounters per month for at least 3 months of each calendar year. The number of clinical pharmacist full-time employees (FTEs) was determined by dividing the number of total active months by 12 months. Attrition was calculated comparing the presence of a unique provider identification between calendar years. The ROI range was calculated by dividing the CA by the total cost of clinical pharmacists using the variables' raw and extrapolated CA based on percentage of documentation template usage and the active clinical pharmacist calculation (absolute and FTE-based).RESULTS: Between January 1, 2017, and December 31, 2019, a total of 1,069,846 encounters by clinical pharmacists were documented in the electronic health record. The TSWF Alternative Input Method form was used by pharmacists to document 616,942 encounters. Forty-three percent of TSWF documented encounters had at least 1 CA intervention. The absolute number of clinical pharmacists associated with a documented encounter in any medical treatment facility ranged from 404 in 2017 to 374 in 2018 and the clinical pharmacist FTEs ranged from 324 in 2017 to 314 in 2019. Annual attrition rates for clinical pharmacists ranged from 15% to 20% (58 to 81 clinical pharmacists) annually. The total CA range was $329,166,543-$534,014,494. The ROI range was between $2 and $4 per dollar spent.CONCLUSIONS: This analysis demonstrated that ambulatory care clinical pharmacists in the Military Health System bring value through a positive ROI. Our study also identified a potential shortage of clinical pharmacists within the Air Force and Navy branches impacting medication management. This can have a negative impact on the readiness of service members, one of the leading priorities of the US Department of Defense.", - "output": "Economics", + "input": "Abstract: We classify two of Bertrand Russell's theories of events within the point-free ontology. The first of such approaches was presented informally by Russell in 'The World of Physics and the World of Sense' (Lecture IV in Our Knowledge of the External World of 1914). Based on this theory, Russell sketched ways to construct instants as collections of events. This paper formalizes Russell's approach from 1914. We will also show that in such a reconstructed theory, we obtain all axioms of Russell's second theory from 1936 and all axioms of Thomason's theory of events from 1989. Russell's work certainly influenced the works of Stanis & lstrok;aw Le & sacute;niewski, his student Alfred Tarski, and Czes & lstrok;aw Lejewski - prominent members of the Lvov-Warsaw School (LWS). We see our work in the tradition of the research of Le & sacute;niewski and Tarski. Building on the technical tools developed in this environment and in the spirit of the traditional research of the LWS, we engage here, in particular, with two classic works by Russell on fundamental ontology.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The article examines the role of memory in Yugoslav exchanges with the postcolonial world, focusing on the agency of Yugoslav war veterans and their involvement with Algeria. During decolonization, Yugoslav institutions and associations stood in solidarity with anti-colonial liberation movements. Former Partisans were critical agents of Yugoslav internationalism, and the memory of the People's Liberation War (Narodnooslobodila & ccaron;ki rat, NOR), which dominated the Yugoslav memory culture, played a connecting role in this context. The article focuses on the transnational aspect of the Yugoslav war memory, an intrinsically everyday phenomenon, exploring its exportation and internationalization. Applying the transnational memory framework to relations between Yugoslav Partisans and Algerian mujahideen, the article illuminates the twofold role of memory: as narratives of the shared past, and as the transfer of knowledge in war commemoration. Firstly, Yugoslav veterans identified with the anti-colonial struggle as comparable to their own. This was not only an official political discourse, but was also shared by Yugoslav society at large. Secondly, they engaged in transfers of knowledge in memory work, providing expertise and training to Algerian veterans. The People's Liberation War memory constituted a key aspect of everyday life in Yugoslav state socialism and veterans internationalized it, adding the dimension of personal war memory. The exchanges of knowledge illuminate the transfer from the discursive level of the shared past to the sphere of commemorative policies and practices that reshaped cultures of war remembrance. The article represents a starting point of a global history of the Yugoslav revolution and a transnational history of memory from the perspective of anti-colonial solidarities.", - "output": "History", + "input": "Abstract: The US bureaucracy routinely issues major public policy decisions that affect Americans' lives. Government agency leaders make those decisions based on a subjective understanding of their agency's available policy discretion. Over time, discretion has become a prominent theoretical construct in the bureaucratic politics and public administration literature, but it is rarely measured directly. In this article, we create a new measure of agency policy discretion. We draw on research suggesting that discretion is derived from the bureaucracy's key political principals: the elected executive, legislators, and interest groups. We use data from the American State Administrators Project and trigonometry to calculate the discretion area scores for 8,955 state agencies between 1978 and 2018. We then evaluate the measure through a series of construct validation assessments. The article offers an innovative and generalizable way to operationalize discretion that will advance future scholarship in organizational behavior, public administration, and bureaucratic decision-making.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The concept of recognition has been pivotal in critical theory in recent years. This paper discusses how two goals of a critical theory of recognition - to explain and to morally evaluate social change - are interrelated. In doing so, this paper draws the limits of the concept of struggles for recognition. It is argued that if a social movement can be deemed illegitimate, this movement can no longer be understood as struggling for recognition. This implies that the two goals of a critical theory of recognition cannot be fulfilled simultaneously: a moral standard that distinguishes between legitimate and illegitimate social struggles cannot distinguish between different types of struggles for recognition, but only between struggles for recognition and other types of social struggles. Drawing the limits of the concept of struggles for recognition in this way helps to better distinguish between different types of social struggle and contributes to a more precise understanding of what struggles for recognition entail.", - "output": "Philosophy", + "input": "Abstract: Cultural soil heritages (CSHs) are artifacts with historical, artistic, and scientific significance; however, they are vulnerable to various hazards, such as weathering, fractures, hollowing, collapses, and gullies. This is especially true for those CSHs exposed to the outdoors. Due to the large number of CSHs sites within China, managing and protecting these heritages with the aid of detailed on-site investigations is time-consuming and expensive. Consequently, evaluating the spatial distribution and degree of hazards developed in all these heritages becomes impractical. To address this issue, this paper developed a Gaussian process classification (GPC) method to predict the spatial distribution of typical hazards (i.e., weathering, fractures, hollowing, collapses, and gullies) and the development level of each hazard from eight environmental factors (e.g., annual relative humidity and annual sunshine time) and a limited number of investigation data. As the number of investigation data for different levels of each hazard is usually imbalanced and sparse, this study proposed a synthetic minority oversampling technique (SMOTE) with GPC to form the SMOTE-GPC method. A real-world example is used to illustrate this approach. Results from real-world data demonstrated that the proposed method achieved an F 1 score, precision, recall, and Cohen's kappa with values greater than 0.93 in both the training and testing datasets, indicating its good performance. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Discovering a body displaying signs of multiple head trauma requires a thorough examination by the forensic pathologist, and a multidisciplinary approach is recommended. However, determining the manner of death is not always possible. We present a case in which the body of a 60-year-old man was discovered lying face down on the floor of his apartment, partially unclothed, surrounded by blood and vomit, and presenting numerous head injuries. The autopsy concluded that the cause of death was a result of post-traumatic brain injury. Nevertheless, applying current criteria made it challenging to ascertain whether the trauma stemmed from an accidental event or an assault.", - "output": "Demography", + "input": "Abstract: The present study aims to enhance the biomethane production potential of microalgae via a dual disintegration process. During this process, the microalgae biomass was firstly subjected to cell wall weakening by thermochemical disintegration (TC) (50 to 80\u00b0C), pH adjustment with alkali, NaOH (6 to 10) and time (0 to 10min) and, secondly, by bacterial disintegration (BD). TC-BD disintegration was comparatively higher (33%) than BD (24%), TC (8.5%), and control (7%). A more significant VFA accumulation of 2816mg/L was recorded for TC-BD. Similarly, a greater substrate anaerobic biodegradability was achieved in TC-BD (0.32g COD /g COD) than BD (0.21g COD /g COD), TC alone (0.09 gCOD/g COD) and control (0.08g COD /g COD), respectively. The TC-BD achieves a positive net profit and an energy ratio of+0.12 GJ/d and 1.03. The proposed dual disintegration has a promising future for commercialization.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: An interdisciplinary scientific project composed of different work groups was set up after the fire of Notre-Dame cathedral in 2019 which aims at studying all different aspects of the building and its evolutions from the 12th to the 19th century. One of them is the Metal work group who investigates the use of iron and lead in this monument and try for instance to trace the history of lead uses in the construction and restorations of cathedrals. The present paper focuses on the case of Notre-Dame de Paris, a jewel of French gothic architecture to question the role of this metal in its structure, to determine the quantities used and to investigate issues related to its provisioning and its recycling. Paradoxically, though the fire of 15th April 2019 melted almost the whole lead roof as well as decorative elements on the spire, lost forever for scientific investigations, it also enabled to reveal hidden parts of the cathedral where lead used as sealing became accessible thanks to scaffolding. A methodology combining archaeology, archive record study and archaeometry was implemented to study the remaining lead in the cathedral leading to a textual approach coupled with a material approach. Two case studies are considered in this paper as representative of lead uses at different periods of the cathedral's life: in medieval masonry with cramp's sealings in the tribunes, and on the sacristy's roof dating from the 19th century. For the first case, a chronology of the construction will be suggested and for the second a discussion between chemical analyses and archive records will be opened. (c) 2023 Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR).", - "output": "Art", + "input": "Abstract: Although the populist radical right (PRR) has become a global phenomenon, most studies of it focus on Europe. Moreover, extant research has centred on analysing those who support rather than reject the PRR. To address this twofold research gap, we rely on novel public opinion data to examine those who both 'love' and 'hate' the PRR in contemporary Chile. We demonstrate not only that those in favour of the Chilean PRR are a homogeneous constituency with similar characteristics to their European brethren (e.g., xenophobic attitudes) but also that those at odds with the Chilean PRR make up a relatively large and heterogeneous constituency. In summary, this contribution seeks to broaden comparative studies on the PRR and to show the relevance of studying support as well as rejection of the PRR, particularly in countries with runoff elections; since then, large segments of the electorate vote for the lesser evil.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Incorporating social determinants of health (SDoH) into clinical decision-making can clarify disease causes, enhance care planning, and improve health outcomes. Nurse educators should know which strategies are most effective for teaching SDoH in bachelor of science in nursing (BSN) programs.OBJECTIVE: This integrative review synthesizes the literature on familiarizing BSN students with SDoH and identifies effective teaching interventions for SDoH in these programs.METHODS: The researchers searched CINAHL, PubMed, Web of Science, and ERIC databases, and 21 articles met the inclusion criteria. The PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analysis) guidelines were followed for reporting.RESULTS: The curriculum method, service learning, and international outreach experiences were frequently used teaching strategies. Qualitative evaluation was used to evaluate student outcomes.CONCLUSIONS: Nurse educators should be mindful of these strategies. Interdisciplinary teamwork can bolster students' understanding of disadvantaged populations while integrating SDoH in nursing curricula. Quantitative evaluations of learning outcomes are needed to determine teaching effectiveness.", - "output": "Education", + "input": "Abstract: Art in neurosurgery has been a critical part of the discipline for centuries. Numerous cultures, such as ancient India, China, and Egypt, and more contemporary scientists, such as Leonardo da Vinci, Max Bredel, and Norman Dott, have significantly contributed to medical illustration. Today, advancements in three-dimensional technology have allowed for the creation of detailed neuroanatomy models for surgical planning and education. Medical illustrations are also used for research and outcome documentation as they help visualize anatomy and surgical procedures. Its use in education, surgical planning, and navigation remains integral to the advancement of neurosurgery. This review demonstrates the invaluable contribution of art in neurosurgery and how it has enabled continuous progress in the field.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This article assesses Saudi Arabia's ambivalent response to Russia's invasion of Ukraine in February 2022. On the one hand, the Kingdom has publicly condemned Russia's military aggression as contravening international law. Yet, on the other, it has also failed to take serious measures against Moscow, notably by refusing to join in Western attempts to prevent Russia from earning hydrocarbon revenues on the international market. Saudi Arabia has adopted a neutral position instead, offering to mediate between the warring parties while simultaneously repeatedly rebuffing its longtime ally the United States. By reviewing the Kingdom's foreign policy moves and narratives since the war's onset, it is argued Saudi officials are acting perfectly rationally in that they strive to achieve the optimum outcome as per their definition of Saudi national interests in this conflict, thereby pressing ahead with the diversification of Saudi foreign policy initiated roughly one decade earlier. In concluding, the implications of the Kingdom's stance on the war for future global order-making are discussed.", - "output": "Law", + "input": "Abstract: Limited data exist on the environmental factors that impact pathogen prevalence in the soil. The prevalence of foodborne pathogens, Salmonella and Listeria monocytogenes, and the prevalence and concentration of generic E. coli in Florida's agricultural soils were evaluated to understand the potential risk of microbial contamination at the preharvest level. For all organisms but L. monocytogenes, a longitudinal field study was performed in three geographically distributed agricultural areas across Florida. At each location, 20 unique 5 by 5m field sampling sites were selected, and soil was collected and evaluated for Salmonella presence (25g) and E. coli and coliform concentrations (5g). Complementary data collected from October 2021 to April 2022 included: weather; adjacent land use; soil properties, including macro- and micro-nutrients; and field management practices. The overall Salmonella and generic E. coli prevalence was 0.418% (1/239) and 11.3% (27/239), respectively; with mean E. coli concentrations in positive samples of 1.56 log CFU/g. Farm A had the highest prevalence of generic E. coli, 22.8% (18/79); followed by Farm B, 10% (8/80); and Farm C 1.25% (1/80). A significant relationship (p<0.05) was observed between generic E. coli and coliforms, and farm and sampling trip. Variation in the prevalence of generic E. coli and changes in coliform concentrations between farms suggest environmental factors (e.g. soil properties) at the three farms were different. While Salmonella was only detected once, generic E. coli was detected in Florida soils throughout the duration of the growing season meaning activities that limit contact between soil and horticultural crops should continue to be emphasized. Samples collected during an independent sampling trip were evaluated for L. monocytogenes, which was not detected. The influence of local environmental factors on the prevalence of indicator organisms in the soil presents a unique challenge when evaluating the applicability of more global models to predict pathogen prevalence in preharvest produce environments.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: ObjectiveTo investigate the trajectories and potential categories of changes in the sense of coherence (SOC) in patients after colorectal cancer surgery and to analyze predictive factors. MethodsFrom January to July 2023, 175 patients with colorectal cancer treated at a tertiary Grade A oncology hospital in Jiangsu Province were selected as the study subjects. Prior to surgery, SOC-13 scale, Patient-Generated Subjective Global Assessment (PG-SGA), Brief Illness Perception Questionnaire (BIPQ), and Social Support Rating Scale (SSRS) were used to survey the patients. SOC levels were measured multiple times at 1 week, 1 month, and 3 months post-surgery. Growth Mixture Modeling (GMM) was applied to fit the trajectory changes of SOC in patients after colorectal cancer surgery. Multinomial logistic regression was used to analyze the predictive factors of SOC trajectory changes. ResultsThe SOC scores of patients at points T1-T4 were (65.27 +/- 9.20), (63.65 +/- 10.41), (63.85 +/- 11.84), and (61.56 +/- 12.65), respectively. Multinomial logistic regression results indicated that gender, employment status, disease stage, household monthly income, intestinal stoma, nutritional status, illness perception, and social support were predictors of SOC trajectory changes (P < 0.05). ConclusionThere is heterogeneity in the trajectory changes of SOC in patients after colorectal cancer surgery. Healthcare professionals should implement early precision interventions based on the patterns of changes and predictive factors in each trajectory category.", - "output": "Communication", + "input": "Abstract: In this work, we focus on overcoming the challenge of a snake robot climbing on the outside of a bifurcated pipe. Inspired by the climbing postures of biological snakes, we propose an S-shaped rolling gait designed using curve transformations. For this gait, the snake robot's body presenting an S-shaped curve is wrapped mainly around one side of the pipe, which leaves space for the fork of the pipe. To overcome the difficulty in constructing and clarifying the S-shaped curve, we present a method for establishing the transformation between a plane curve and a 3D curve on a cylindrical surface. Therefore, we can intuitively design the curve in 3D space, while analytically calculating the geometric properties of the curve in simple planar coordinate systems. The effectiveness of the proposed gait is verified by actual experiments. In successful configuration scenarios, the snake robot could stably climb on the pipe and efficiently cross or climb to the bifurcation while maintaining its target shape.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Extant pygmy grasshoppers (Tetrigidae) that possess wings have the forewings reduced into scale-like tegmenula, while hind wings remain fully developed. Rusmithia gorochovi gen. et sp. nov. (Tetrigidae, Batrachideinae, Rusmithini trib. nov.) is described based on a single adult female holotype from Lithuanian Baltic amber, from the Bartonian-Priabonian age, some 40 million years ago, and this is the only known tetrigid in which tegmenula or tegmina (the forewings) extend as far as half the length of the hind femur. Besides this very unique trait, other characters of Rusmithia gen. nov. indicate similarity with extant and especially fossil Batrachideinae (genus Danatettix Thomas, Skejo & Heads, 2019). Because of the strong differences this genus and Danatettix have with American Batrachideinae, they are assigned to a new tribe, European Batrachideinae or Rusmithini trib. nov. Acrydium bachofeni (Zeuner, 1937) might belong to this or a sibling genus based on its very long tegmenula or Succinotettix chopardi Piton, 1938, based on its 19-segmented antennae; neither species is tranferred as their types could not be examined.", + "input": "Abstract: Understanding the nature and origin of iron processed in ancient smithing workshops is essential for unraveling procurement strategies and, more broadly, the circulation of iron. Studying smithing slags traditionally proves complex due to their diverse compositions influenced by hearth substances. Another technique, analyzing slag inclusions in metallic fragments, offers direct insights into the iron's chemical nature. However, the scarcity or absence of these fragments poses challenges in assessing sample representativeness. An alternative approach studies hammerscale, hot iron waste from hammering, providing insights into iron's chemical composition and source. At Weyersheim, an early Iron Age site in France, extensive analysis of 300 hammerscale samples and 77 slag inclusions in 6 iron scraps unveiled a unique geochemical signature. This signature showcases enrichment in Vanadium (V > 800 ppm), Chromium (Cr > 400 ppm), Rare Earth Elements (REE) (& sum;REE + Y > 1500 ppm), especially Heavy Rare Earth Elements like Yb (>100 ppm), and High Field Strength Elements (HFSE) (e.g., U > 30 ppm). The remarkable chemical uniformity observed in various hammerscale samples, and the slag inclusions indicates that the majority of the processed iron originates from a singular source. Comparison with known iron artifacts, particularly the bi-pyramid iron bars revealed similarities. This source exhibited uncommon enrichment and partitioning patterns of REEs, hinting at a rare geological deposit or a closely associated group of deposits. Plausibly sourced from weathered peralkaline rocks, the iron ore's geological origins potentially link to regions like Vosges and the Black Forest massifs. Nevertheless, identifying the geological formations accountable for these distinctive iron traits remains challenging, as there have been no findings of deposits or iron slag with similar compositions to aid in identification.", "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Background:Understanding an organization's ethical standards assists employees in abiding by stipulated rules and regulations and reduces the prevalent rate of inappropriate behaviors. Unfortunately, some workers do not know and as a result, they become dysfunctional, affecting their professional identities. Given this, scholars have called for psychoeducational strategies that coach workers to improve their perceptions. With this in mind, we investigated the impact of psychoeducational coaching on workplace ethical perceptions and deviant behaviors among lecturers in Archeology and Religion and Cultural Studies.Methods:A group randomized control design was adopted, and a sample of lecturers was assigned to intervention and control groups using a simple allocation sequence method. Three dependent measures were used to assess the participants' irrational beliefs, work values, and deviant behaviors before the intervention, after, and 2 months later as a follow-up test. Data collected were cued into SPSS version 28. A multivariate analysis was performed to test postulated hypotheses at .05 probability level.Results:The results showed that rational-emotive behavior occupational coaching has a significant impact on reducing unethical work values and work-deviant behaviors among lecturers in Archeology and Religion and Cultural Studies. The finding of this study justified the effectiveness of rational-emotive behavior therapy (REBT) approaches in treating irrational beliefs that occasioned work-deviant behaviors among the employees.Conclusion:It is concluded in this study that rational-emotive behavior occupational coaching is beneficial and effective in decreasing unethical work values and work-deviant behaviors among lecturers in Archeology and Religion and Cultural Studies. Therefore, REBT practitioners should liaise with lecturers in Archeology and Religion and Cultural Studies to advance the practice of REBT in workplaces.", - "output": "Archaeology", + "input": "Abstract: The stationarity assumption of geostatistical methods is difficult to satisfy in practice. To overcome this limitation, this study proposed a geometric and statistical coupling strategy for modeling spatial dependence structures and developed a generalized Yang Chizhong filtering and interpolation (GYangCZ) method without the assumption of stationarity. In this work, we theoretically prove the effectiveness of Yang Chizhong filtering in fitting spatial dependence structures from a geometric perspective, and develop an orientation-constrained Yang Chizhong filtering to fit the local and discontinuous spatial dependence structures. To measure nonstationary spatial dependence structure, we define a local statistical indicator (i.e., fundamental variation function) by comparing the variance of the original data and the fitted geometric surfaces obtained under different filtering radii. The fundamental variation function is used as the kernel function to obtain the approximate best linear unbiased estimators at unobserved locations. We theoretically demonstrate that when only a linear drift exists in local areas, GYangCZ does not require the stationarity assumption. GYangCZ was used to estimate the gold grade of the Xiadian gold deposit in China. The results show that GYangCZ outperformed ordinary kriging, moving window kriging, and kriging convolution networks. GYangCZ is easy to implement with wide applications in geoscience.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This is a precis of David Hunter's On Believing: being right in a world of possibilities, which is the topic of an author-meets-critics symposium with comments by Daniel Drucker, Miriam Schleifer McCormick, and Mark Richard.", - "output": "Philosophy", + "input": "Abstract: Dating silk mounting textiles is important for understanding their condition and susceptibility to degradation. Amino acid racemization is a technique currently used for this purpose. The research presented here aimed to clarify when this technique is reliable and when it is not. Silk fibers taken from a cocoon and from Japanese mounting textiles were studied using optical microscopy to document surface roughness. Chiral capillary electrophoresis mass spectrometry for amino acid racemization dating (AAR), liquid chromatography mass spectrometry for dye analysis, and FTIR for analysis of sericin and other materials adhering to the silk were also used. A change from rough fiber surfaces (greater than a hundred years old) to smooth fiber surfaces (less than a hundred years) was found. This correlated with the time of the introduction of Western degumming methods in Japan. Synthetic dyes were not found on the earlier silk fibers with rough surfaces. AAR dating measurements on rough surfaced fibers with remaining sericin correlated better with the estimated age of the silk fabrics than fibers with smooth surfaces, suggesting the technique should only be used for silk fibers with rough surfaces. A screening method for fibers for AAR analysis was outlined.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Background: Irritable bowel syndrome (IBS) is a disorder of gut-brain interaction that affects patients' quality. Recent research has shown variations in the mycobiome of individuals with IBS, particularly involving Saccharomyces cerevisiae, and its association with dysbiosis and visceral hypersensitivity. However, the role of Anti-Saccharomyces cerevisiae antibodies (ASCA) in IBS remains unclear, despite their significance as markers of disease severity in inflammatory bowel disease. Objective: This study aimed to investigate the role of ASCA in Mexican IBS patients compared with healthy controls (HCs) and determine whether these antibodies could help differentiate between IBS patients and healthy individuals. Methods: Serum samples from 400 IBS patients and 400 HC were analyzed. ASCA IgG levels were measured using enzyme-linked immunosorbent assay (ELISA). The IBS patients were further categorized into subtypes: constipation predominant (IBS-C), diarrhea predominant (IBS-D), and mixed (IBS-M). Results: Among the participants, 66 IBS patients (16.5%) and 63 HC (15.75%) tested positive for ASCA IgG. No significant difference was observed in ASCA IgG levels between the 2 groups (P value: 0.8451). The prevalence of ASCA IgG positivity was 14.5% in IBS-C, 17.8% in IBS-D, and 15.9% in IBS-M. Conclusion: Surprisingly, a high prevalence of ASCA IgG was found in the HC group in Mexico. Furthermore, there was no significant difference in ASCA IgG levels between IBS patients and controls. These findings suggest that ASCA is not useful as a discriminatory biomarker for distinguishing IBS patients from healthy individuals and cannot serve as a surrogate marker for visceral hypersensitivity.", - "output": "Demography", + "input": "Abstract: Research on political behavior and policy preferences has long argued that economic or labor market risk should motivate support for social policy, especially social insurance. We test this expectation about political behavior using a survey experiment in the nationally representative 2020 US Cooperative Congressional Election Study, through which we manipulate perceptions of labor market risk. Although our results suggest that our treatment successfully induced greater perceived labor market insecurity among respondents, we find no support for the expectation that risk of job loss translates into preferences for unemployment insurance policy design. We further find that Republicans react to the suggestion of macroeconomic change (either positive or negative) with a preference for rolling back unemployment insurance benefits, while Democrats' policy preferences are not significantly changed by the treatment. This result raises interesting questions for future analysis and research.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: My argument in this short reflection is that, currently, the formal systems and institutional cultures of research organizations enable gender-based violence (GBV) in fieldwork by ignoring or denying its existence. By ignoring the ubiquity of GBV in fieldwork, we are failing to prepare for it, leaving people unnecessarily vulnerable, and making it difficult to address its impacts. I identify three areas that require our attention: silence about GBV increases vulnerability to it, academic success must include safety, and the neoliberal university prioritizes cost reduction over wellbeing. Women, and oppressed or underrepresented groups make unique contributions to academia. Unfortunately, recognition of the unique costs such researchers pay to make said contributions lags dangerously behind. GBV is one example of the kinds of heightened risks faced by academics whose gender, sexuality, race, class, and/or nationality locate them outside of the dominant group in the context in which they are operating. Addressing GBV as an occupational hazard in academia is an essential step towards creating equitable and inclusive institutions.", - "output": "Geography", + "input": "Abstract: Buddha statues are distributed worldwide, and each piece reflects the aesthetic fashion of a particular region and historical era. Therefore, these sculptures have important cultural, aesthetic, and historical value. Owing to natural or artificial destruction, several Buddha statues have been damaged, with head or facial damage being the most prominent damage type. Because Buddha statue heads exhibit intricate variations in facial expressions and proportions, restoring head or facial damage is the most challenging aspect of damaged sculpture restoration projects. This study provides a new method for the restoration of damaged statues based on a Gaussian process model. The Gaussian process model entails a type of statistical shape modeling that allows it to learn shape distribution properties from a training dataset. During the restoration process, we used the residual parts of the damaged shape for the observations and added them to a Bayesian inference system to obtain the possible restoration result in the form of a posterior distribution. Therefore, the proposed method can be regarded as a quantitative mathematical representation of the subjective deduction process. Compared to those of the traditional manual restoration method, our results were more repeatable and stable, and the restoration process was automatic and rigorous, which reduced the requirements for professional knowledge and experience. Based on the learned model information, the proposed method exhibits strong robustness and anti -noise properties. In contrast to the optimization method, our final restoration result is a probability distribution, applicable to the repair of cultural relics. As our method make the missing shape inference using residual shape information and the regularity learned from training dataset, it is suitable for the restoration of damaged parts with no direct shape evidence. Finally, our model is generative; in other words, we can generate shapes on the posterior distribution and provide the corresponding probability. To demonstrate the effectiveness of our method, a series of experiments were conducted to restore damaged parts under different parameters and damage type settings. Subsequently, a quantitative analysis was performed. Finally, we applied this method to the virtual restoration of a damaged Buddha statue head in Xi 'an Museum. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Explanations for the emergence and abandonment of the Chalcolithic Trypillia mega-sites have long been debated. Here, the authors use Gini coefficients based on the sizes of approximately 7000 houses at 38 Trypillia sites to assess inequality between households as a factor in the rise and/or demise of these settlements. The results indicate temporarily reduced social inequality at mega-sites. It was only after several generations that increased social differentiation re-emerged and this may explain the subsequent abandonment of the mega-sites. The results indicate that increases in social complexity need not be associated with greater social stratification and that large aggregations of population can, for a time at least, find mechanisms to reduce inequality.", - "output": "Archaeology", + "input": "Abstract: This paper studies the epistemic failures to reach understanding in relation to scientific explanations. We make a distinction between genuine understanding and its negative phenomena-lack of understanding and misunderstanding. We define explanatory understanding as inclusive as possible, as the epistemic success that depends on abilities, skills, and correct explanations. This success, we add, is often supplemented by specific positive phenomenology which plays a part in forming epistemic inclinations-tendencies to receive an insight from familiar types of explanations. We define lack of understanding as the epistemic failure that results from a lack of an explanation or from an incorrect one. This can occur due to insufficient abilities and skills, or to fallacious explanatory information. Finally, we characterize misunderstanding by cases where one's epistemic inclinations do not align with an otherwise correct explanation. We suggest that it leads to potential debates about the explanatory power of different explanatory strategies. We further illustrate this idea with a short meta-philosophical study on the current debates about distinctively mathematical explanations.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This essay explores the rhetoric used by Russian zemstvo physicians, scholars of medicine, and sanitary inspectors to share their expertise with regard to health problems in the last three decades of the nineteenth century. Borrowing the conceptual framework of emotional practices introduced by Monique Scheer, it interprets an appeal to revulsion and sensorial evidence, employed as templates of language and gesture, that medical practitioners produced both to mobilize the emotions of their audience and to support their own professional stature. The author relates elements of this judgmental rhetoric to the Russian public domain of the late nineteenth century and discusses the entanglements of hygiene, prevention, and revulsion that contributed to the emotional landscape of the post-reform era.", - "output": "History", + "input": "Abstract: Background Transgender and gender diverse (TGD) individuals face barriers, including harassment and discrimination, when accessing healthcare services. Medical imaging procedures require personal information to be shared, such as date of last menstrual cycle and/or pregnancy status; some imaging exams are also invasive or intimate in nature. Terminology is based on binary sex creating an inherently cis-heteronormative environment. TGD patients fear being outed and often feel a need to function as educators and advocates for their care. Incorporation of inclusive healthcare curriculum related to TGD populations is an effective means of educating new health providers and promotes safer and more inclusive spaces in healthcare settings. Educators face barriers which hinder the creation and implementation of TGD content. The purpose of this study was to examine the impacts educators are faced with when creating and delivering TGD content in their medical imaging curriculum.Methods A case study of medical imaging programs at a Canadian post-secondary institute was undertaken. Data was collected via semi-structured interviews with faculty. Relevant institutional documents such as strategic plans, policies/procedures, websites, and competency profiles were accessed. Framework analysis was used to analyze the data.Results The study found seven themes that influence the development of TGD curriculum as follows: familiarity and comfort with the curriculum and content change process; collaboration with other healthcare programs; teaching expertise; management of course workload and related. duties; connections to the TGD community; knowledge of required TGD content and existing gaps in curriculum; and access to supports.Conclusions Understanding educators' perspectives can lead to an increased sense of empowerment for them to create and incorporate TGD curriculum in the future. Many post- secondary institutions are incorporating an inclusive lens to educational plans; this research can be used in future curriculum design projects. The goal is improved medical imaging experiences for the TGD population.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Indirect effects of childhood pneumococcal conjugate vaccines (PCV) have diminished the cost-effectiveness of current adult vaccine recommendations. An in-development adult-formulated 21-valent pneumococcal conjugate vaccine (PCV21) may play a critical role in reducing pneumococcal illness by targeting a larger number of serotypes responsible for adult pneumococcal infections. This study assesses the cost-effectiveness of PCV21 in US adults aged 50years or older compared with currently recommended pneumococcal vaccines, from both the societal and healthcare perspectives. A Markov model evaluated the lifetime cost-effectiveness of PCV21 (given at age 50years only, at ages 50/65years, and risk-based at ages<65years plus age-based at age 65years) compared to no vaccination and to currently recommended pneumococcal vaccines given either as currently recommended or routinely at ages 50/65years. The analysis was conducted in hypothetical Black and non-Black cohorts aged 50years or older, with and without considering childhood pneumococcal vaccination indirect effects. Model parameters were based on US data. Parameter uncertainty was assessed using 1-way and probabilistic sensitivity analyses. From the societal perspective, PCV21 at ages 50/65years compared to PCV21 at age 50years cost $7,410 per quality adjusted life year (QALY) gained in Black cohort analyses and $85,696/QALY gained in the non-Black cohort; PCV21 at ages 50/65years had the most favorable public health outcomes. From the healthcare perspective, compared to no vaccination, PCV21 at age 50years cost $46,213/QALY gained in the Black cohort and $86,629/QALY in non-Blacks. All other strategies were dominated in both cohorts and from both perspectives. When considering childhood pneumococcal vaccination indirect effects, costs of PCV21 at ages 50/65years remained less than $140,000/QALY gained from the societal perspective in both populations. PCV21 is potentially cost-effective compared to currently approved pneumococcal vaccines in adults aged 50years or older from both the societal and healthcare perspectives.", + "input": "Abstract: BACKGROUND: Propensity score weighting is a useful tool to make causal or unconfounded comparisons between groups. According to the definition by the Institute of Medicine (IOM), estimates of health care disparities should be adjusted for health-status factors but not for socioeconomic status (SES) variables. There have been attempts to use propensity score weighting to generate estimates that are concordant with IOM's definition. However, the existing propensity score methods do not preserve SES distributions in minority and majority groups unless SES variables are independent of health status variables.METHODS: The present study introduces a deweighting method that uses two types of propensity scores. One is a function of all covariates of health status and SES variables and is used to weight study subjects to adjust for them. The other is a function of only the SES variables and is used to deweight the subjects to preserve the original SES distributions.RESULTS: The procedure of deweighting is illustrated using a dataset from a right heart catheterization (RHC) study, where it was used to examine whether there was a disparity between black and white patients in receiving RHC. The empirical example provided promising evidence that the deweighting method successfully preserved the marginal SES distributions for both racial groups but balanced the conditional distributions of health status given SES.CONCLUSIONS: Deweighting is a promising tool for implementing the IOM-definition of health care disparities. The method is expected to be broadly applied to quantitative research on health care disparities.", "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Railways were an important driver of global economic growth in the nineteenth and early twentieth centuries. Whilst their role is well documented in industrial economies, we know less about their macro-economic impact in developing countries. In this paper, we first estimate the aggregate growth impact of Indian railways, one of the largest networks in the world in the early twentieth century. Then, we compare their impact in India to four emerging Latin American economies (Argentina, Brazil, Mexico, and Uruguay) and the Cape colony. Using growth accounting techniques common to the cross-country estimates, we argue that the aggregate growth impact of Indian railways was significant, increasing Indian gross domestic product (GDP) per capita by 13.5 per cent by 1912. We also find that the growth impact of Indian railways was similar to Brazil and Mexico, but smaller than Argentina and the Cape. Compared with the latter, India had a smaller size of railway freight revenues in the economy and lower wages to fares leading to lower passenger time savings. Railways were the most important infrastructure driver of economic growth in India during the first era of globalization from 1860 to 1912, but they contributed less than in richer and more dynamic developing economies.", - "output": "History", + "input": "Abstract: BACKGROUND: With the rapid aging of the domestic population, China has a strong incentive to increase the statutory retirement age. How retirement affects the health of the elderly is crucial to this policymaking. The health consequences of retirement have been debated greatly. This study aims to investigate the effects of retirement on physical and mental health among Chinese elderly people.METHODS: The data we use in this study comes from four waves (2011, 2013, 2015, and 2018) of the Harmonized China Health and Retirement Longitudinal Study (Harmonized CHARLS), a prospective cohort. We use the nonparametric fuzzy regression discontinuity design to estimate the effects of retirement on physical and mental health. We test the robustness of our results with respect to different bandwidths, kernel functions, and polynomial orders. We also explore the heterogeneity across gender and education.RESULTS: Results show that retirement has an insignificant effect on a series of physical and mental health outcomes, with and without adjusting several sociodemographic variables. Heterogeneity exists regarding gender and education. Although stratified analyses indicate that the transition from working to retirement leaves minimal effects on males and females, the effects go in the opposite direction. This finding holds for low-educated and high-educated groups for health outcomes including depression and cognitive function. Most of the results are stable with respect to different bandwidths, kernel functions, and polynomial orders.CONCLUSIONS: Our results suggest that it is possible to delay the statutory retirement age in China as retirement has insignificant effects on physical and mental health. However, further research is needed to assess the long-term effect of retirement on health.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Relatively few examples of Palaeohispanic writing have been recovered from the Vasconic territories of present-day Navarre, leading to the assumption that the Vascones were a pre-literate society. Here, the authors report on an inscription on a bronze hand recovered at the Iron Age site of Irulegi (Aranguren Valley, Navarre) in northern Spain. Its detailed linguistic analysis suggests that the script represents a graphic subsystem of Palaeohispanic that shares its roots with the modern Basque language and constitutes the first example of Vasconic epigraphy. The text inscribed on this artefact, which was found at the entrance of a domestic building, is interpreted as apotropaic, a token entreating good fortune.", - "output": "Archaeology", + "input": "Abstract: Fiber-reinforced elastomeric isolators (FREIs) have been proposed as a cost-effective solution for expanding the use of seismic isolation to normal-importance structures. By using lightweight fiber reinforcement and eliminating the attachment plates, FREIs reduce cost while improving the isolation efficiency and reducing tensile stresses in the rubber. However, the flexural flexibility of the fiber allows cross-sectional distortions (i.e., warping) to occur, which significantly impacts the stability of these devices. This paper evaluates the buckling of rectangular, circular, and annular FREIs, taking into account shear warping effects. A planar buckling theory previously proposed by the authors is adapted for the three-dimensional problem, and effective warping rigidities and warping-related areas are derived for the above bearing geometries, accounting for rubber compressibility. To assess the adequacy of the proposed buckling theory and derived warping properties in predicting the buckling of FREIs, a parametric finite element study is conducted. The critical load predictions of the proposed analytical formulation are found to be in excellent agreement with those of the numerical simulations. It is shown that traditional estimations of the buckling load that neglect warping are significantly unconservative. Finally, design recommendations and resources are provided for practice-oriented applications.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The uniqueness of the European Parliament, as well as the magnitude of impact its decisions wield over member states, are elements that capture researchers' attention. However, several of this institution's particularities have made broad analysis of the textual content it produces difficult. This research note presents Vitrine Democratique, a new, publicly accessible, and centralized database structuring interventions made in the European Parliament starting in 2014, both in their original languages and translated to English. The process by which this high-velocity database was created is presented, as well as a descriptive overview of the contents of this data source, which is continuously updated on a daily basis.", - "output": "Law", + "input": "Abstract: The notion of 'tradition' still haunts anthropological discourse as something to be addressed with great scepticism and suspicion. Anthropologists are usually among the first to highlight the supposed impetus for reification that inhabits the idea of tradition, as well as its nationalistic, ideological, or political functions. Taking as a point of departure the Japanese notion of furusato ('hometown', 'native place') and its interpretation as an 'invented tradition', this paper attempts to look beyond the surface of these kind of functionalist evaluations and invites anthropologists to consider instead the mode of being and coming to be of tradition in human worlds; in other words, not the truth about tradition but the truth of tradition. Our understanding of tradition will be enhanced - this paper proposes - if we see it not as the 'thing' transmitted, but as the horizon of intelligibility disclosed and set in motion by that which is transmitted.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: INTRODUCTION: In over 50 years since the genetic counseling (GC) profession began, a systematic study of GC communication skills and patient-reported outcomes in actual sessions across multiple clinical specialties has never been conducted. To optimize GC quality and improve efficiency of care, the field must first be able to comprehensively measure GC skills and determine which skills are most critical to achieving positive patient experiences and outcomes. This study aims to characterise GC communication skills using a novel and pragmatic measure and link variations in communication skills to patient-reported outcomes, across clinical specialties and with patients from diverse backgrounds in the USA. Our community-engagement and provider-engagement approach is crucial to develop recommendations for quality, culturally informed GC care, which are greatly needed to improve GC practice.METHODS AND ANALYSIS: A mixed methods, sequential explanatory design will be used to collect and analyze: audio-recorded GC sessions in cancer, cardiac, and prenatal/reproductive genetic indications; pre-visit and post-visit quantitative surveys capturing patient experiences and outcomes and post-visit qualitative interview data. A novel, practical checklist will measure GC communication skills. Coincidence analysis will identify patterns of GC skills that are consistent with high scores on patient-reported measures. Two-level, multilevel models will be used to evaluate how GC communication skills and other session/patient characteristics predict patient-reported outcomes. Four community advisory boards (CABs) and a genetic counselor advisory board will inform the study design and analysis.ETHICS AND DISSEMINATION: This study has been approved by the single Institutional Review Board of the University of Minnesota. This research poses no greater than minimal risk to participants. Results from this study will be shared through national and international conferences and through community-based dissemination as guided by the study's CABs. A lay summary will also be disseminated to all participants.", + "input": "Abstract: Background Previous research has shown that the use of dental care services has a significant socioeconomic gradient. Lower income groups tend to use dental care services less, and they often have poorer dental health than higher income groups. The purpose of this study is to evaluate how an increase in income affects the use of dental care services among a low-income population.Methods The study examines the causal effect of increasing cash transfers on the use of dental care services by utilizing unique register-based data from a randomized field experiment conducted in Finland in 2017-2018. The Finnish basic income experiment introduced an exogenous increase in the income of persons who previously received basic unemployment benefits. Register-based data on the study population's use of public and private dental care services were collected both for the treatment group (N = 2,000) and the control group (N = 173,222) of the experiment over a five-year period 2015-2019: two years before, two years during, and one year after the experiment. The experiment's average treatment effect on the use of dental care services was estimated with OLS regressions.Results The Finnish basic income experiment had no detectable effect on the overall use of dental care services. However, it decreased the probability of visiting public dental care (-2.7% points, -4.7%, p =.017) and increased the average amount of out-of-pocket spending on private care (12.1 euros, 29.8%, p =.032). The results suggest that, even in a country with a universal public dental care coverage, changes in cash transfers do affect the dental care patterns of low-income populations.", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Over the past years, machine learning and big data analysis have emerged, starting as a scientific and fictional domain, very interesting but difficult to test, and becoming one of the most powerful tools that is part of Industry 5.0 and has a significant impact on sustainable, resilient manufacturing. This has garnered increasing attention within scholarly circles due to its applicability in various domains. The scope of the article is to perform an exhaustive bibliometric analysis of existing papers that belong to machine learning and big data, pointing out the capability from a scientific point of view, explaining the usability of applications, and identifying which is the actual in a continually changing domain. In this context, the present paper aims to discuss the research landscape associated with the use of machine learning and big data analysis in Industry 5.0 in terms of themes, authors, citations, preferred journals, research networks, and collaborations. The initial part of the analysis focuses on the latest trends and how researchers lend a helping hand to change preconceptions about machine learning. The annual growth rate is 123.69%, which is considerable for such a short period, and it requires a comprehensive analysis to check the boom of articles in this domain. Further, the exploration investigates affiliated academic institutions, influential publications, journals, key contributors, and most delineative authors. To accomplish this, a dataset has been created containing researchers' papers extracted from the ISI Web of Science database using keywords associated with machine learning and big data, starting in 2016 and ending in 2023. The paper incorporates graphs, which describe the most relevant authors, academic institutions, annual publications, country collaborations, and the most used words. The paper ends with a review of the globally most cited documents, describing the importance of machine learning and big data in Industry 5.0.", + "input": "Abstract: Knowledge, science, and technology are at the core of both a 'resource-based' and 'knowledge-based' bioeconomy. Collaboration in science considers varying circumstances such as resource availability and technological infrastructure. Significant investments have been mobilized for supporting research, development, and bioeconomicy innovations in Brazil. Germany, in particular, is among Brazil's most prominent bioeconomy collaborators, specifically with regard to tropical forests for their function as a carbon sink, as a site with specific atmospheric and soil conditions for research, and as a provider of forest and agricultural biomass to contribute to the setup of biomass supply chains, and biodiversity. However, North-South inequalities continue to materialize both in knowledge production and scientific work. To better understand the nature of these inequalities, we conduct an explorative empirical study on German-Brazilian scientific collaboration on bioeconomy. Building on theoretical contributions located at the interface between International Relations and Science, Technology, and Innovation studies, we propose a categorization of inequalities in science collaboration which we then use to reflect upon and contextualize the findings from our qualitative interviews with bioeconomy researchers. Our analysis indicates that interviewed researchers perceive the scientific collaboration on bioeconomy between Brazil and Germany as unequal. These inequalities range from research infrastructure to academic career opportunities. However, inequalities are heavily influenced by how the national and international bioeconomy research agenda is defined, and most importantly by whom research agendas are set. Building on these findings, we discuss how international bioeconomy research could move away from the traditional North-South dichotomy in science collaboration towards a more collaborative and inclusive research agenda setting.", "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The study aimed to determine the accuracy of diagnosing periodontal conditions using the developed web-based PocketPerio application and evaluate the user's perspective on the use of PocketPerio. First, 22 third-year dental students (DS3) diagnosed ten cases without PocketPerio (control) and with PocketPerio (test) during a mock examination. Then, 105 DS3, 13 fourth-year dental students (DS4), and 32 senior second-year International Standing Program students (ISP2) used PocketPerio chairside. Statistical analysis was performed using a non-parametric paired two-tailed test of significance with the Wilcoxon matched-pairs signed rank test. The null hypothesis that PocketPerio did not increase the accuracy of periodontal diagnoses was rejected at alpha<0.01. Periodontal diagnoses made using PocketPerio correlated with those made by periodontics faculty (gold standard) in all cases. During the mock examination, PocketPerio significantly increased the accuracy of periodontal diagnoses compared to the control (52.73 vs. 13.18%, respectively). Chairside, PocketPerio significantly increased the accuracy of primary (100 vs. 40.0%) and secondary (100 vs. 14.25%) periodontal diagnoses compared to the respective controls. Students regardless of their training year felt more confident in diagnosing periodontal conditions using PocketPerio than their current tools, provided positive feedback on its features, and suggested avenues for its further development.", - "output": "Education", + "input": "Abstract: OBJECTIVES: To investigate factors associated with symptomatic urinary tract infection (sUTI) in persons with chronic spinal cord lesion (SCL) who were using single-use catheters for intermittent self-catheterization (ISC).METHODS: Among respondents to an internet survey on the burden of illness on persons with SCL who were considered to be able to perform ISC, 111 persons using single-use catheters were included to examine factors associated with self-reported sUTI by univariate as well as multivariable analysis.RESULTS: The incidence of sUTI was significantly higher in males than in females (56.9% vs. 31.6%, p=.011), persons with stocks of antibiotics than those without it (82.9% vs. 28.6%, p<.011), and persons with more frequent bleeding during catheterization than those with less frequent bleeding (100% vs. 46.5%, p=.036). The incidence did not significantly differ between respective groups when various variables were evaluated by other characteristics of the participants, adherence to ISC procedures, and complications. On multivariable analysis, male gender and stocks of antibiotics were significant independent factors for sUTI.CONCLUSIONS: Male gender and stocks of antibiotics were associated with sUTI in persons with SCL who were performing ISC with single-use catheters.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Despite a growing imperative for graduates to possess STEM skills, both to boost their employability prospects and their perceived economic value, it is critical to also consider the professional or 'soft skills' that will enable these graduates to thrive in their careers. Ironically, gender differences in personality and occupational choice are larger, not smaller, in more gender-equal countries. This is known as the gender equality paradox and in STEM it highlights the importance of purposeful initiatives throughout the educational trajectory, even in countries with higher levels of gender equality. This study employed an online self-assessment of perceived employability (PE) using a validated instrument and analyzed the data from 2493 STEM students studying at multiple Australian universities. The findings, underpinned by Social Cognitive Careers Theory, indicate that female report greater confidence than their male peers in ethical literacy and in some emotional literacy skills; these are understood to be critical soft skills for STEM graduates. This distinction is more pronounced in the natural and physical sciences and within information technology fields. Theoretical contributions and practical implications are discussed.", - "output": "Education", + "input": "Abstract: Recent literature has argued that decentralization can create new forms of leverage for criminal gangs, increasing their territorial presence and levels of violence. In this article we reverse the causal arrow and analyze how gangs affect the performance of decentralized institutions. We study the case of El Salvador, a country with the ubiquitous presence of gangs. We find that the higher presence of gangs reduced municipalities' fiscal revenues, thereby increasing their dependence on transfers from the central government. This result is mostly driven by mid-size municipalities, as the effect is not significant for small and large municipalities. In addition to depressing revenues, gang presence was also associated with lower municipal spending and less service provision, effectively hollowing out municipal governance. The drop in municipal spending is particularly strong in capital spending and in small municipalities. The article also finds that gangs undermine economic activity - not just in the municipalities where they operate but through spill-over effects in neighboring jurisdictions as well.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Racial-ethnic disparities exist in the prevalence and outcomes of heart failure (HF) and are presumed to be related to differences in cardiovascular risk factor burden and control. There is little data on stroke disparities among patients with HF or the factors responsible. We hypothesized disparities in stroke prevalence exist among patients with HF in a manner not fully explained by burden of cardiovascular disease. We analyzed data from the National Health and Nutrition Examination Survey (1999-2014). Cardiovascular profiles were compared by race/ethnicity. Using survey-weighted models, effect modification of the relationship between HF and stroke by race/ethnicity was examined adjusting for cardiovascular profiles. Of 40,437 participants, 2.5% had HF. The HF cohort had a greater proportion of White and Black participants (77% vs 74% and 15% vs 12%, respectively) and fewer participants of Hispanic ethnicity (8% vs 14%). Stroke was 8 times more prevalent in HF (19.6% vs 2.3%, <0.001). Among individuals with HF, race-ethnic differences were identified in the prevalence and mean values of vascular risk factors but were largely driven by higher rates in Black participants. There was significant interaction between HF and race/ethnicity; HF increased the odds of stroke over 7-fold in participants of Hispanic ethnicity (aOR: 7.84; 95% CI: 4.11-15.0) but to a lesser extent in Black and White participants (Black aOR: 2.49; 95% CI: 1.72-3.60; White aOR: 3.36; 95% CI: 2.57-4.40). People of Hispanic ethnicity with HF have a disproportionately higher risk of stroke in a manner not fully explained by differences in vascular risk profiles.", - "output": "Demography", + "input": "Abstract: The learning environment (LE) includes social interactions, organizational culture, structures, and physical and virtual spaces that influence the learning experiences of students. Despite numerous studies exploring the perception of healthcare professional students (HCPS) of their LE, the validity evidence of the utilized questionnaires remains unclear. This scoping review aimed to identify questionnaires used to examine the perception of undergraduate HCPS of their LE and to assess their validity evidence. Five key concepts were used: (1) higher education; (2) questionnaire; (3) LE; (4) perception; and (5) health professions (HP). PubMed, ERIC, ProQuest, and Cochrane databases were searched for studies developing or adapting questionnaires to examine LE. This review employed the APERA standards of validity evidence and Beckman et al. (J Gen Intern Med 20:1159-1164, 2005) interpretation of these standards according to 5 categories: content, internal structure, response process, relation to other variables, and consequences. Out of 41 questionnaires included in this review, the analysis revealed a predominant emphasis on content and internal structure categories. However, less than 10% of the included questionnaires provided information in relation to other variables, consequences, and response process categories. Most of the identified questionnaires received extensive coverage in the fields of medicine and nursing, followed by dentistry. This review identified diverse questionnaires utilized for examining the perception of students of their LE across different HPs. Given the limited validity evidence for existing questionnaires, future research should prioritize the development and validation of psychometric measures. This will ultimately ensure sound and evidence-based quality improvement measures of the LE in HP education programs.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Although tourist performance of local identity has been regarded as an instrument of everyday nation-building from below, this article describes the opposite phenomenon as Mallorca became a tourist destination in the nineteenth century. The island's identity embodied through tourist dance performances, led to denationalization and subaltern silencing in the production process of a Mediterranean and insular exotic otherness of colonial nature. In this respect, this article explains how the host population refused to assume a denationalized local identity, as well as to perform a colonial stereotype through dance.", - "output": "History", + "input": "Abstract: Negative pressure (NP) therapy is effective in managing chronic lymphedema of the extremities. However, the seal formation of the general head (GH) can fail due to the interspace between the lip and the irregular skin surface on limbs before suction, resulting in the inefficiency of therapy, prolonging the time required for physiotherapy, and increasing the workload of physiotherapists. In this letter, we present a bio-inspired head (BIH) that uses adaptive control for NP therapy on unstructured surfaces. Its lip is designed with soft material inspired by the bloodworm to ensure safe human contact. Additionally, the lip size can be changed with the variation of the cavity pressure, and sensors on the lip could provide contact feedback. An adaptive control method is proposed for autonomous suction on unstructured surfaces. Several experiments were carried out to illustrate the characteristics of this novel head with a deformable lip and contact detection, while the adaptive control method for the NP suction on the unstructured surfaces was validated by phantom and body experiments. Compared with the GH, the results showed that the BIH with adaptive control could automatically fit the irregular arm structures to form a seal and complete the NP suction with a higher success rate(SR).", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: 'The Children's Sensorium - art, play and mindfulness for post-pandemic recovery' was an exhibition that brought together sensory-based art installations featuring First Nations Connection to Country with mindfulness and embodiment strategies to enhance well-being for children (ages 4-11). As the COVID-19 pandemic slowly moves from the centre of public attention, we are starting to gauge the impact of the world's longest lockdown in Melbourne, Australia, on children's well-being and resilience. 'The Children's Sensorium' exhibition was created with children and their well-being in mind. In this article, we focus on insights from the exhibition evaluation and address the ways artistic and sensory-based mindful engagement can support children's well-being and resilience. Evaluation of The Sensorium exhibition provides a view into the potential of sensory-based artworks to create a stimulating environment, positive emotions, mindful awareness of their senses and the environment and a sense of playful agency for children. The Sensorium provoked a fresh way of thinking about art exhibitions for children: one that centred a child-friendly, strength-based artistic space where children felt agency to be creative and explore the complexity of their emotions, hopes and fears in the wake of the global pandemic.", - "output": "Art", + "input": "Abstract: Most existing vision-based roughness measurements primarily rely on statistical information from grayscale images or intensity information from color images. However, the structural information of images has not been fully and effectively utilized. To more accurately measure the roughness of grinding surfaces, a visual measurement method of grinding surface roughness based on aliasing region index and neural network is proposed. Firstly, color images of grinding surface are obtained under red and green illumination. Secondly, aliasing regions of red and green images are extracted through fuzzy clustering segmentation and morphological processing. Then the aliasing width and the aliasing dispersion of aliasing region can be calculated as indices for roughness measurement. Thirdly, the relationship model between aliasing region index and grinding surface roughness is constructed using the back propagation (BP) neural network. The results demonstrate that the aliasing dispersion index has a better correlation with grinding surface roughness than the aliasing width index. The method based on the aliasing dispersion index and BP neural network is feasible and accurate for grinding surface roughness measurement.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: To compensate for the deficiencies of low spectrum efficiency (SE) and scarce spectrum resources in Radio Frequency (RF), the FSO/THz-RF dual-hop downlink based on Non-Orthogonal Multiple Access (NOMA) is proposed, which utilizes the superior SE of NOMA and the spectrum resources of Free-Space Optical (FSO) and Terahertz (THz). Closed-form expressions of outage probability (OP) and ergodic capacity (EC) are derived for single-user and NOMA system, accounting for joint effects of channel fading, pointing error, and path loss. Additionally, corresponding asymptotic OP and diversity gains provide valuable physical insights. Results show that asymptotic OP and diversity gains are equal for both single-user and NOMA system, with diversity gains dependent on the performance parameters of the first link, independent of the total number and order of users. Moreover, better system performance is achieved with a smaller power allocation coefficient (PAC) mean deviation and NOMA system integer coefficient (NSIC). Finally, numerical results illustrate the superiority of the system.", - "output": "Communication", + "input": "Abstract: The emergence and utilization of gold beads in China were influenced by foreign civilizations and cultures, while the exploration of composite beads in China has been relatively limited compared to single-material beads. Metal foil glass beads represent a distinct type of composite beadwork popular in ancient times. This paper presents findings from a study conducted on a group of beads that were unearthed in Nanyang City, Henan Province. Theoretical calculations and CT imaging suggested that a particular class of gold beads, previously misidentified as single-material beads, actually consisted of gold foil wrapped around an inner layer of glass beads. Elemental analysis techniques such as pXRF, SEM and mu-EDXRF were used to reveal that the purity of the gold foil of the two differently shaped beads is around 95% and 98.5%, while the silver foil of the silver beads is also around 85% due to corrosion. Microscopic observation confirmed that the gold leaf was applied through foil-fusion gilding. Lead isotope analysis indicated that the gold beads originated from different sources, whereas the silver beads likely originated from the Central Plains region. Furthermore, the evidence of beadwork from Southeast Asia and South China supports the view that the gold beads may have been originally exotic but gradually adaptated through indigenous learning, allowing the creation of high-quality imitations. This study emphasizes the importance of scientific analyses for the proper determination of bead types and craftsmanship, and contributes to a better understanding of the ancient bead circulation network.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study aims to determine the efficiency of Polyamide 6 in consolidating fragile vegetable-tanned leather artifacts. Through two proposed interaction strategies, molecular modeling calculations demonstrated how the proposed polyamide 6 structure can protect vegetable-tanned leather from deteriorating environmental conditions. The total dipole moment was calculated as a potential descriptor of structure reactivity, and all of PA6 and the two proposed interaction models reveal poor reactive behavior when compared to pristine structures, confirming its capabilities as a protective layer. Furthermore, electrostatic potential maps were created to enhance PA6' s ability to safeguard leather artifacts and transform them into neutral, non-reactive substances. It was also created new vegetable-tanned leather prototypes. Polyamide 6 was produced in various concentrations and impregnated into the aged untreated samples. The evaluation process used some physical qualities (digital and scanning electron microscopes, color change, water absorption, and water vapor permeability). All examinations and investigations revealed that 2% and 3% concentrations produced the best results, while the concentration of 5% produced the worst. As a result, this study suggests employing 2% and 3% concentrations to treat historical and archaeologically fragile vegetable-tanned leather objects. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", - "output": "Art", + "input": "Abstract: Three decades after the argumentative turn in policy analysis and planning, interpretive approaches have become part of mainstream policy analysis. Increasingly, researchers work within these traditions. Researchers new to these approaches might struggle to make conceptual and methodological choices. We therefore compare three prominent interpretive approaches: discourse analysis, framing analysis and narrative analysis. Discourse analysis is the study of hegemonic, dominant and recessive discursive structures. It explores how power is embedded in language and (re)produces dominant social structures. Framing analysis involves studying processes of meaning construction. It explores what elements of reality are strategically or tacitly foregrounded or backgrounded in conversations and text, and how this includes and excludes voices, ideas and interests in policy and decision-making. Narrative analysis investigates the work of storytelling. It explores how people make sense of events through the selection and connection of story elements: events, settings and characters. These approaches share ontological and epistemological starting points, but offer different results. In this paper, we show what they each contribute to critical policy analysis and develop a heuristic for selecting or combining approaches. We give a renewed entry point for interpretive work and contribute to dialogs on commonalities and differences between approaches.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Adolescents infrequently use sun protection and engage in intentional tanning more frequently compared to other age groups, leading to increased ultraviolet radiation (UVR) exposure that heightens skin cancer risk across the lifespan. High schools are therefore an ideal setting for offering skin cancer preventive interventions. Yet, there are limited UVR protection interventions for high school students, especially those that are personalized, tested using randomized designs, and include long-term outcome assessment to determine the durability of intervention effects.METHOD: The Sun-safe Habits Intervention and Education (SHINE) cluster-randomized trial will test a novel, personalized intervention that targets high school adolescents' sun protection and tanning behaviors, and tracks their outcomes for up to one year following intervention. Enrolled high schools will be randomized to receive either the personalized SHINE intervention, which includes facial UVR photographs and sun protection action planning, or standard education using publicly available materials. Students in both conditions will receive information about skin cancer, sun protection, and skin self-examination. Outcome variables will include students' sun protection and tanning behaviors and sunburn occurrence. Potential moderators (e.g., race/ethnicity) and mediators (e.g., self-efficacy) will also be assessed and tested.CONCLUSIONS: This trial examines the efficacy of a personalized intervention targeting sun protection and tanning of high school students. The project will lead to new scientific understanding of the theoretical mechanisms underlying outcomes and moderators of the intervention effects, which will inform future intervention tailoring to meet the needs of vulnerable subgroups.", - "output": "Education", + "input": "Abstract: Between 1898 and 1940, eight human cases of diphyllobothriasis were reported in Argentina, always in recently arrived European immigrants. In 1982, the first autochthonous case was detected, and since then, 33 other autochthonous cases have been reported, totaling 42 cases of human diphyllobothriasis in Argentina before the present study. Our aim is to update the information on diphyllobothriasis in Argentina by identifying specimens from new cases using morphometrical and/or molecular methods. We also aim to assess the epidemiological relevance of this food-borne disease in the country. Anamnestic data were obtained from patients or professionals, along with 26 worms identified using morphometrical (21 samples) and molecular techniques (5 samples). All the patients acquired the infection by consuming freshwater salmonids caught in Andean lakes in Northern Patagonia. Morphometrics and DNA markers of worms were compatible with Dibothriocephalus latus. In total, 68 human cases have been detected in Argentina, 60 of which were autochthonous. The human population living North-western Patagonia, whose lakes are inhabited by salmonids, is increasing. Similarly, the number of other definitive hosts for Dibothriocephalus dendriticus (gulls) and for D. latus (dogs) is also increasing. In addition, salmonid fishing and the habit of consuming home-prepared raw fish dishes are becoming widespread. Therefore, it is to be expected that diphyllobothriasis in Argentina will increase further.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In 1891 Cambridge biologist William Bateson (1861-1926) announced his idea that the symmetrical segmentation in living organisms resulted from energy peaks of some vibratory force acting on tissues during morphogenesis. He also demonstrated topographically how folding a radially symmetric organism could produce another with bilateral symmetry. Bateson attended many lectures at the Cambridge Philosophical Society and viewed mechanical models prepared by eminent physicists that illustrated how vibrations affected materials. In his subsequent research, Bateson utilized analogies and metaphors based upon his observations of nature to build a thought model on the effects of vibrations on living tissue, because he realized that the chemistry and biology of his day lacked technologies to perform actual experiments on the subject. He concluded the production of organic segmentation was both a chemical and mechanical phenomenon. By the time of his death Bateson had incorporated new ideas about embryonic organizer regions to suggest a center from which a rhythmic force emanated and then produced the observed repetitive segmentation as a common feature in living organisms.", - "output": "History", + "input": "Abstract: BACKGROUND: Older patients often have complex medication regimens, which change as they move across transitions of care. Engagement of older patients and families in making medication decisions across transitions of care is important for safe and high-quality medication management.AIMS: To explore decision-making between health professionals, older patients and families about medication changes across transitions of care, and to examine how patient and family engagement is enacted in the process of decision-making in relation to these medication changes.METHODS: A focused ethnographic design was undertaken with semi-structured interviews, observations, and reflective focus groups or interviews. Reflexive thematic analysis was conducted on transcribed data. The study was undertaken at a public teaching acute care hospital and a public teaching community hospital in Australia.RESULTS: In all, 182 older patients, 44 family members and 94 health professionals participated. Four themes were conceptualised from the data: different customs and routines, medication challenges, health professional interactions, and patient and family involvement. Environments had differences in their customs and routines, which increased the potential for medication delays or the substitution of unintended medications. Medication challenges included health professionals assuming that patients and families did not need information about regularly prescribed medications. Patients and families were informed about new medications after health professionals had already made decisions to prescribe these medications. Health professionals tended to work in disciplinary silos, and they had views about their role in interacting with patients and families. Patients and families were expected to take the initiative to participate in decision-making about medication changes.CONCLUSIONS: Patient movements across transitions of care can create complex and chaotic medication management situations, which lacks transparency, especially for older patients and their families. A greater focus on pre-emptive and planned discussions about medication changes will contribute to improving patient and family involvement in medication decision-making.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper mobilises the psychoanalytic concepts of desire and enjoyment to better understand how processes of education aimed at extending and defending democratic life might respond to and engage with populist politics. I approach this task by engaging with a particular vector of Mouffe and Laclau's political philosophy, moving from a critique of liberal democracy's rationalist pretensions to their insistence that left populism and its passionate construction of a 'people' is the central task facing radical politics. This attention to the libidinal basis of political identification locates them in a community of Left Lacanian thinkers who reframe the problems of democratic politics in terms of desire and enjoyment rather than miseducation or its lack. Whilst this position might suggest a binary choice between different analytical frames, I inquire into what insights are generated by theorising left populism as an 'education of desire'. The paper is organised into four main parts: the opening discussion clarifies my understanding of education by engaging with the literature on educational agonism. The second section lays the groundwork for a critique of the way in which education is fetishized, in different ways, by liberals and radicals as a panacea for populist politics. The third section reframes democratic crisis as an enjoyment problem in order to better grasp the relationship between the liberal democratic disavowal of its own irrationality and the structure of right-wing populist enjoyment. The fourth section applies these insights to develop a critical analysis of what is at stake when we explicitly consider the left populist construction of a 'people' as an educational task. I conclude by drawing together and summarising the main features and considerations of left populism understood as an education of desire.", - "output": "Philosophy", + "input": "Abstract: BACKGROUND: The study explored the levels and associated factors of undiagnosed depression among community-dwelling older Indian adults. It also identified the socio-demographic predictors of undiagnosed depression among the study population at national and state levels.METHODS: The study employed data from the Longitudinal Ageing Study in India wave-I, 2017-18. Based on the data on depression from interviewee's self-reporting and measurement on Composite International Diagnostic Interview- Short Form (CIDI-SF) and Centre for Epidemiological Studies- Depression scale (CES-D) scales, we estimated undiagnosed depression among older adults (age 60+). We estimated multivariable binary logistic regressions to examine the socio-demographic and health-related predictors of undiagnosed depression among older adults.FINDINGS: 8% (95% CI: 7.8-8.4) of the total older adults had undiagnosed depression on CIDI-SF scale and 5% (95% CI: 4.8-5.3) on the combined CIDI-SF and CES-D. Undiagnosed depression was higher among those who were widowed, worked in the past and currently not working, scheduled castes, higher educated and the richest. Lack of health insurance coverage, presence of any other physical or mental impairment, family history of Alzheimer's/Parkinson's disease/ psychotic disorder, lower self-rated health and poor life satisfaction were significant predictors of undiagnosed depression on both CIDI-SF and combined scales.CONCLUSION: To improve the health of older adults in India, targeted policy efforts integrating mental health screening, awareness campaigns and decentralization of mental healthcare to primary level is needed. Further research could explore the causal factors behind different levels of undiagnosed depression.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Drawing on a more-than-human world perspective for anthropology and education, I (re)examine a study of juvenile baboon social learning conducted almost 50 years ago. Major scientific disciplinary twists and turns over the decades are examined in order to (re)interpret specific affiliative behaviors, communicative events and public performances. I identify and describe a Baboon Nursery School participation structure that provides the context for behavioral practices that reproduce and perpetuate the troop's social hierarchy.", - "output": "Education", + "input": "Abstract: Climate change is a major threat to global heritage and many sites are already experiencing impacts from climate change and related hazards. Recent studies have indicated that this challenge is especially acute in the African continent. Climate vulnerability assessment is increasingly a key tool in periodic reporting and ongoing site management and an essential first step in climate adaptation planning. This paper presents results from climate vulnerability assessments undertaken at two UNESCO World Heritage (WH) properties: The Ruins of Kilwa Kisiwani and Ruins of Songo Mnara in Tanzania; and the Sukur Cultural Landscape in Nigeria. These assessments each applied a version of the Climate Vulnerability Index (CVI), a values-based, science-driven and community-focused technique. A values mapping exercise identified key heritage and socioeconomic values, including key attributes associated with the Outstanding Universal Value (OUV) of the WH property. Downscaled climate projections were used to identify key hazards over selected emissions scenarios and timeframes, before weighing potential impacts against local adaptive capacities. Based on the timeframes and emissions scenarios, the project found OUV Vulnerability was Moderate at the Ruins of Kilwa Kisiwani and Ruins of Songo Mnara and Low at the Sukur Cultural Landscape, whilst the Community Vulnerability was Low for both properties. The paper will conclude with some wider observations on the application of climate vulnerability assessments in an African context and a focus on lessons learned. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: 2024 will mark seventy-five years since the adoption of the 1949 Geneva Conventions. Despite the drafters' efforts to mitigate the worst horrors of armed conflict, contemporary conflicts continue to witness the death and suffering of millions. This raises fundamental concerns over the ability of international law to alleviate the harm caused to those caught up in armed conflict, to redress violations and to prevent their recurrence. In international policy, international humanitarian law (IHL) is increasingly intertwined with transitional justice and in particular its emphasis on the centrality of human rights. This article focuses on the intersection between IHL and transitional justice in protracted conflicts, interrogating their increasing overlaps, complementary intersections and even tensions. In particular, the article examines the importance of the temporal dimensions of humanity and justice in prevention of violations. In doing so, the article concentrates on the impact of time on those harmed by armed conflict and the repercussions this has on the law and justice efforts. The article argues that time can be weaponized to frustrate accountability and prevent interference with belligerents' behaviour. Victims in war cannot wait until the end of fighting to seek the recovery of the remains of their loved ones, for those responsible to be brought to justice, and for redress of their continuing suffering. Indeed, such delays amount to violations of victims' right to an effective remedy and fail to stop the continuation of violations or the re-victimization of civilians and their communities. The article suggests the need for provisional justice, whereby, in the increasing number of situations of protracted conflict, efforts to redress conflict-related violations should be, at least in part, dealt with at the time, rather than waiting until the end of hostilities, so as to mitigate harm to victims and to correct belligerents' behaviour in order to prevent recurrence.", - "output": "Law", + "input": "Abstract: In more fluid higher education environments, the concept of third space has been developed to explore the activities of groups of staff who do not necessarily fit formal institutional descriptors. This paper draws on qualitative data from 26 respondents, in eight UK universities, who described significant elements of their work as occurring between professional and academic spheres of activity. Comparing individuals categorised as fully fledged 'third space professionals' with those categorised as simply 'working in third space', the paper suggests that the way individuals build and use social capital, and the recognition accorded to them by institutions, not only impacts on the way that they develop their roles but also is a significant factor in determining their career direction and aspirations. Furthermore, this has led to a general shift from the concept of service to one of partnership between colleagues, whether they are formally classified as 'academic' or 'professional'.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Unalloyed copper objects were produced in the Chalcolithic Southern Levant in a two-step process. Copper ore was smelted in pit furnaces, and the mechanically extracted copper prills melt in crucibles and cast into objects. However, the air supply remained unknown, and practical considerations shed doubt on the validity of some of the reconstructed practices. To refine the reconstruction, the metallurgical material from Abu Matar was reassessed. Most importantly, several previously unreported fragments suggest the use of bellows and covering the furnace with large pottery fragments. Our results provide probably the earliest evidence for the use of bellows.", - "output": "Archaeology", + "input": "Abstract: Automatic modulation classification (AMC) aims to blindly recognize the modulation type of a received signal in wireless systems. It is also a critical component of non-cooperative communication systems after the detection of the presence of a signal. In this paper, we introduce a robust approach, termed DET-AMC (joint Detection and Automatic Modulation Classification), employing Convolutional Neural Networks (CNNs) trained via transfer learning methodology. The main advantage of our approach is its ability to handle a wide range of modulation types, including 10 different schemes generated in Gnuradio and their detection using the same model. Through extensive experimentation, we evaluate the performance of our light CNN-based DET-AMC method across varying signal-to-noise ratio (SNR) levels, as well as in the presence of phase noise and frequency offset. We find that the CNN's learned features, obtained through transfer learning, exhibit robustness, particularly in low SNR and various challenging conditions, leading to accurate modulation classification. In general, our approach outperforms existing methods by using the effectiveness of deep learning in capturing relevant discriminative features. Additionally, our model offers a robust solution for join detection and AMC by achieving an accurate probability of detection and modulation classification without the need for manual feature engineering or the consideration of frequency offset, phase noise or noise estimation. Our model achieves 100% accuracy for synthetic and real data at an SNR equal to -10 dB for detection, and 100% and 98% for classification of synthetic and real signals at -4 dB, respectively.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: To evaluate the association of standardized phase angle (SPA) with nutritional status, functional parameters, and postoperative outcomes in surgical cancer patients. This prospective study includes 59 cancer patients from Pelotas (Brazil) admitted for elective cancer surgery. We obtained the phase angle through Bioelectrical Impedance Analysis (BIA) and standardized it according to the population's reference values. We estimated the muscle mass using BIA for later calculation of the Skeletal Muscle Index (SMI) and performed handgrip strength (HGS) and gait speed (GS) tests. We used the Patient-Generated Subjective Global Assessment (PG-SGA) to assess the nutritional status. Postoperative complications and duration of hospital stay were evaluated as the outcomes. The prevalence of malnutrition in the sample was 28.8%, according to ASG-PPP. SPA was statistically lower in patients with malnutrition, with lower HGS and reduced GS. For postoperative outcomes, patients with severe complications and those with prolonged hospitalization also had lower SPA values. The greater the number of functional alterations in patients, the lower the SPA value, mainly when associated with reduced muscle mass assessed by BIA, suggesting that muscle mass reduction plays an important role in the association between functional alterations and phase angle in patients with cancer. According to the parameters used in this study, low SPA value was associated with impaired nutritional and functional status and negative outcomes in the analyzed sample.", - "output": "Demography", + "input": "Abstract: In recent decades, investigations in the southern Iberian Peninsula have increased our understanding of the socio-economic impact of the spread of the Neolithic in southwestern Europe, including changes in marine resources exploitation. Nevertheless, considerable uncertainty still exists around the seasonality of such subsistence systems and the putative role of marine fish and shellfish to the evolving agro-pastoral economies. Earlier studies on the European Atlantic coast (including Iberia) have shown that the stable oxygen isotope (delta O-18) values from the topshell Phorcus lineatus (da Costa, 1778) can be reliably used to derive seasonal sea surface temperatures (SST) during its lifespan. This information can be used by archaeologists to estimate the seasonality of mollusc collection in the past, and to shed light into settlement and subsistence patterns. This paper presents the results of a stable isotope study on archaeological shells of P. lineatus recovered from the Neolithic settlement of Campo de Hockey (Cadiz, Spain). We analysed shells from both funerary and residential contexts and found that P. lineatus was consumed year-round, but with a stronger preference during winter. Our results therefore contribute to advance our understanding of the role of coastal environments in early farming societies of southwestern Europe.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Expanding upon Lakin's theory by considering the phase shift of the acoustic waves in the metallic layers, we have developed an impedance formula for a piezoelectric layer covered by a finite thickness of metal layers, enabling the precise determination of its resonant and anti-resonant frequencies. Compared to experimental data and 3D finite element simulations, our formula can accurately and quickly predict resonant, anti-resonant frequencies, and bandwidth across a wide range of piezoelectric and metallic layer thickness combinations.", - "output": "Economics", + "input": "Abstract: Human malaria, an ancient tropical disease, is caused by infection with protozoan parasites belonging to the genus Plasmodium and is transmitted by female mosquitoes of the genus Anopheles. Our understanding of human malaria parasites began officially in 1880 with their discovery in the blood of malaria patients by Charles Louis Alphonse Laveran (1845-1922), a French army officer working in Algeria. A claim for priority was made by Philipp Friedrich Hermann Klencke (1813-1881) in 1843, who wrote a chapter entitled: Marvellous parallelism between the manifestations of vertigo and the presence of animalcule vacuoles in living blood. We should not lose sight of this old controversy, which is rarely mentioned in historical reviews on malaria.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Housing's value is contested, with discussions including the economic value of housing through literature on assetisation and financialisation, social value in debates about housing as a human right, value capture in infrastructure development, and the value of housing for social reproduction. With this in mind, we engage with the various ways housing, tenants and Proptech are valued by tenant advocates, real estate professionals, and proptech developers in Sydney, Australia. This is not as a reductive exercise to find 'the value' of housing or Proptech, but to recognise and engage with the ways various social, digital and financial valuations of housing, tenants and digital technologies inform a situated and relational politics of Proptech value. As such we advance a 'more-than-political' economy of Proptech. To illustrate this conceptual case, we discuss three regimes of rental Proptech value in Australia - capitalist and economic regimes; social capital through an ethic of care; and techno-utopian values, where technology is deployed on the basis that it will solve a presumed problem. Our empirical focus is on the application of Proptech to longer-term rental market, which is emerging in less visible ways than its highly contested counterparts in the short-term rental sector.", + "input": "Abstract: This editorial introduces the nexus between family firms, hidden champions, and regional development from an economic geography perspective. Family firms constitute the backbones of most local and regional economies, and some of them are even so-called hidden champions, which are global leaders in their market niches. At the same time, both entities are spatial sources of heterogeneity able to empower regions with difficult-to-imitate competitive and locational advantages that originate from the stickiness of their economic actors. It is mainly an empirical task to prove if this regional distinctiveness results from the structures and embeddings that family firms and hidden champions stand for (e.g., regional persistence and local rooting), and from the practices how these entities are owned, governed, managed (e.g., long-term business relations with [local] suppliers, customers, labour force, international excellence). By outlining three infant research directions on family firms and hidden champions from an economic geography perspective, this editorial frames the field, introduces and locates the contributions in this special issue therein, and calls for a spatially informed view on this rising cross-disciplinary field.", "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: What happened to the smart city's seductive promises of technological solutionism during the early phases of the COVID-19 pandemic? This paper traces the discursive circulation of the smart city in Singapore during the pandemic, based on a critical corpus-based analysis of 361 newspaper articles and 8 speeches from April to May 2020. Drawing from a discourse analysis, smart technological solutions were paired with a moral mandate of public health with little initial attention to privacy. The smart label creates a discursive path toward a technical frame, in which a smart virus is constructed to be necessarily solved by a smart solution. Further, the state legitimizes surveillance through a specific will to combat, limiting other paths of causality and co-opting civil liberties into its surveillance mechanisms. Newer technologies and ever-growing data collection mechanisms require continued conversations about privacy and civil liberties both with and among key stakeholders.", - "output": "Geography", + "input": "Abstract: Humanitarians have recently championed faith actors as valuable resources in delivering humanitarian aid. Partnerships are increasingly promoted through international declarations and bespoke toolkits. Such approaches are abstracted from the historical and contemporary contexts through which faith is negotiated, and through which faith actors have become legitimate. This paper explores how faith has been entangled within the dynamics of two spatially connected crises: Ugandans fleeing post-Amin reprisals in the mid-1980s, and South Sudanese fleeing civil war from 2013. Drawing attention to the local-structural engagements which have shaped forms of protection and the legitimacy of faith actors, this paper urges for a consideration of complexity in humanitarians' localisation calculations.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: This review aimed to consolidate the existing literature on intraoperative teaching strategies and highlight areas for future research.OBJECTIVE: The objective is to review the research conducted regarding the implementation of various teaching frameworks for surgical learners and to present their feasibility, benefits, and limitations within surgical residencies, as well as areas for future research.METHODS: Two independent investigators searched MEDLINE, EMBASE, and ERIC and reviewed articles on intraoperative teaching strategies for surgical resident education.RESULTS: 3050 abstracts were reviewed, and 66 studies (2.2%) were included. The most common study type was single cohort studies (33%), followed by survey studies (17%). The majority of articles were carried out in General Surgery (50%), or a combination of surgical specialties (17%).CONCLUSIONS: The BID model encompasses perioperative teaching time points and suggests a universal organizational approach to intraoperative teaching that would likely be compatible with documented competency assessments for residents.", - "output": "Education", + "input": "Abstract: The study analyses wood samples recovered from diverse archaeological contexts (a gate, tomb and kiln) at the Shichengzi site, an Eastern Han Dynasty garrison in modern-day Xinjiang dating from the 1st to 2nd centuries AD. The results show extensive exploitation of a single species of conifer (Picea sp.) by Shichengzi residents. The selection and utilisation of this identical species suggest, on the one hand, the widespread use of Picea for building, artefacts and fuel at Shichengzi. It also suggests that Picea's general availability was exploited by Shichengzi's planners. This study offers the first clear evidence for timber-use strategies among the north-western frontier populations of the Han Empire.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Surrogate Safety Measures (SSM) are extensively applied in safety analysis and design of active vehicle safety systems. However, most existing SSM focus only on the one-dimensional interactions along the vehicle traveling direction and cannot handle the crash risks associated with vehicle lateral movements such as sideswipes and angle crashes. To bridge this important knowledge gap, this study proposes a two-dimensional SSM defined based on Fuzzy Logic and the Inverse Time to Collision (FL-iTTC), which accounts for neighboring vehicles' lateral kinematics and the uncertainty of their movements. The proposed FL-iTTC are proven to be more accurate than traditional SSM in identifying typical risky scenarios, including harsh decelerations, sudden lane-changes, cut-ins and pre-crashes that are extracted from the NGSIM dataset. Additionally, other naturalistic driving scenarios are extracted from the NGSIM dataset and are used to evaluate the effectiveness of different SSM in quantifying crash risks. FL-iTTC is compared with other two-dimensional SSM including Anticipated Collision Time (ACT) and Probabilistic Driving Risk Field (PDRF) based on the confusion matrix and the receiver operating characteristic (ROC) curve. The Area under the ROC Curve (AUC) is 0.923 for FL-iTTC, while only 0.891 for ACT and 0.907 for PDRF, which indicates FL-iTTC outperforms other two-dimensional SSM in risk assessment. Overall, the proposed FL-iTTC greatly complements existing SSM and provides a reliable and useful tool to evaluate various crash risks associated with vehicle lateral movements such as cut-in and sideswipe.", - "output": "Philosophy", + "input": "Abstract: Within higher education research, the topic of choosing has mainly concerned young peoples' choices of whether or not to enter higher education and their choice of study programme. However, a study programme is often not a fixed package. Nevertheless, choices within higher education has received comparably little attention. This study unpacks second-year students' experiences of choosing, and it explores how they navigate these choices. Drawing on empirical material from ethnographic fieldwork at three bachelor programmes, we found that students experience both opportunities and constraints in navigating higher education choices. Inspired by Ingold (2015; 2016) we suggest a theoretical perspective on choice as wayfaring. We found, that navigating through higher education contains both ambiguities and challenges for students, who learn as they go along, discover new paths and thus change direction as they move through the landscape of higher education. We argue that making choices in this sense is an integral part of being a student and an inherent part of what it means to study.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BackgroundTo avoid causing a thromboembolic event in patients undergoing catheter ablation for atrial fibrillation (AF), patients are treated with oral anticoagulants (OAC) prior to the procedure. Despite being on anticoagulants, some patients develop a left atrial appendage thrombus (LAAT). To exclude the presence of LAAT, transesophageal ultrasound (TEE) is performed in all patients prior to the procedure. We hypothesized continuous treatment with anticoagulants would result in a low prevalence of LAAT, in patients with low CHA2DS2-VASc score.MethodMedical records of consecutive patients planned to undergo AF ablation at Lund University Hospital during the years 2018-2020 were reviewed retrospectively. Examination protocols from transesophageal and transthoracic echocardiography were examined for LAAT and spontaneous echo contrast (SEC). Patients with LAAT and SEC were compared to patients without using Mann-Whitney U-test and Pearson Chi-squared analysis to test for correlation.ResultsOf 553 patients, three patients (0.54%) had LAAT, and 18 (3.25%) had spontaneous contrast (SEC). Patients with LAAT or SEC had a higher CHA2DS2-VASc score, more often presented in AF at TEE and less often had a normal sized left atrium.ConclusionThere is a low prevalence of LAAT and SEC in patients with AF scheduled for pulmonary vein isolation. Patients with SEC or LAAT tend to have paroxysmal AF less often and more often presented in AF at admission. No patients with CHA2DS2-VASc 0, paroxysmal AF, normal sized left atrium and sinus rhythm at TEE were found to have LAAT or SEC.Despite being prescribed anticoagulants prior to the procedure, patients scheduled for catheter ablation of atrial fibrillation (AF) are sometimes found to have a left atrial appendage thrombus (LAAT). Left atrium size, persistent AF, and AF at admission for ablation seems to be associated with higher risk of developing LAAT.image", - "output": "Demography", + "input": "Abstract: Laser-induced breakdown spectroscopy (LIBS) has recently been considered one of archaeology's most preferred analytical techniques because of its simplicity; it does not need sample preparation, is fast, is a quasi-nondestructive analytical technique, and is cost-effective. Besides, LIBS can perform stratigraphic measurements, which are of significant interest in cultural heritage samples. Such pros facilitate utilizing LIBS in situ, e.g., in museums and excavation sites. In the present work, LIBS has been used to analyze black resin remains and gold fragments used in mummification and collected from the Ptahemwia tomb in the vicinity of Djoser's Step Pyramid at Sakkara. The IR (1064 nm) and the UV (355 nm) laser wavelengths have been used in the LIBS measurements. The results revealed both samples' emission line intensity dependence on the laser wavelength. In this regard, elements such as Na, Ca, Mo, and CN (molecular band) for black resin and Au, Ag, and Cu for gold samples were detected as significant elements. It has been found that the detection sensitivity achieved by the LIBS technique was higher when using the UV laser. This is crucial in detecting rare earth elements REE (Y, La) and/or minor elements (Nb, Zr) in the samples under study. Furthermore, the energy-dispersive X-ray (EDX) analysis has been used to validate the LIBS results for the same samples. In agreement with what is reported in the literature, the LIBS and the EDX spectroscopic results showed that the black resin investigated in the present study is bitumen in its composition. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: 'Europe was our America,' the protagonist of Pajtim Statovci's novel Crossing (2016) remarks as he prepares to leave Albania. In this novel and Statovci's debut, My Cat Yugoslavia (2014), characters escape the violence and instability that erupts after the collapse of communism in Yugoslavia and Albania. Europe - erstwhile remote to them - promises safety, liberation and opportunity. In both novels, this migration ultimately problematizes the main characters' accustomed family structures and enables an engagement with gender/sexuality, whilst also emphasizing the practical difficulty of 'realizing' Europe. Yet as shifts in location are correlated with shifts in identity, complimentary questions about the opposition of destination and origin are raised. Using notions of literary worlding and Balkanism to explore the novels' mediation of the differences between Kosovo/Albania and 'Europe,' we argue that in these novels migratory identity and Europeanness exist in a mutual, transformative exchange. The idea of Europe, as manifested by the migrant, changes while it also changes them. Ultimately, we suggest how Statovci's novels show the impossibility of arrival and settlement in a Europe where issues of citizenship, belonging, and identity are hotly debated.", - "output": "Communication", + "input": "Abstract: In the immediate aftermath of the devastation and frustration of the Second World war, several architects and planners in Europe and North America took on the task of expanding their disciplinary boundaries and providing accounts of 'others'. As they investigated various understandings of human life and the social dimension of the built environment, the interest shifted from the paradigms of modern design to the complexity of distant cultures and the variety beyond the Western tradition. Among those who challenged narrow perspectives was Erwin Anton Gutkind, a planner, architect, and theorist of German origin. Examining his unpublished manuscript, entitled The Human Settlement, and its long chapter on Africa, this article demonstrates how Gutkind pushed the theoretical and geographical limits of the historical research on architecture of his time to develop a project that offered a strong critique of modernist attitudes, internationalist models, and nation-state narratives. The essay also reflects on both Gutkind's exposure of colonial and neocolonial strategies of modernization and westernization on the continent and his problematic representation of local and non-colonial architecture in Africa. The manuscript's merits and limits reveal the significant friction that arose between Gutkind's strategies for including underrepresented voices and his reliance on biased perspectives.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The twentieth-century logical mainstream, derived from works by & Lstrok;ukasiewicz and Scholz, pictures the history of logic for the most part as the prehistory of Boolean-Fregean mathematical logic. Particularly, with respect to classical propositional calculus, the Stoic logic has been pictured as an early stage of it and Aristotle's or the Peripatetics' logic as a theory that assumes it. Although it was not emphasised, it follows that the ancient logics contain the principle of explosion. In the endmost quarter of the twentieth century, a competitive view began to spread to the effect that the ancient systems of logic were paraconsistent or relevantistic. In the twenty-first century, the latter view prevails and has every chance of becoming a new orthodoxy. It is claimed that although in & Lstrok;ukasiewicz's argument for the classicality of ancient logics, there are gaps, it may be demonstrated that the ancient logics contain the principle of explosion.", - "output": "History", + "input": "Abstract: PURPOSE: To explore the clinical value of various complete blood count (CBC)-derived inflammation indicators to predict in-hospital mortality in patients with extensive burns.METHODS: Systemic inflammation indexes, including lymphocyte-platelet ratio (LPR), neutrophil-lymphocyte ratio (NLR), neutrophil-monocyte ratio (NMR), monocyte-lymphocyte ratio (MLR), neutrophil-to-lymphocyte * platelet (NLPR), systemic inflammation index (SII), and systemic inflammation response index (SIRI) on days 1, 3, and 7 after admission were calculated in 135 patients with extensive burns.RESULTS: We included 135 patients with extensive burns, including 97 survivors and 38 non-survivors. After adjusting for confounders, only the LPR on day 1, NLPR on days 3 and 7 were significantly associated with survival (OR= 1.237, 1.097, 1.104; 95 % CI: 1.055-1.451, 1.002-1.202, 1.005-1.212; respectively) in the analysis of multivariate logistic regression. The optimum cutoff values of the LPR on day 1 and NLPR on day 3 were 6.37 and 8.06, and the area under the curves (AUC) were 0.695 and 0.794, respectively. The AUC of NLPR on day 7 had the highest value, 0.814, and the optimum cut-off value was 3.84. The efficacy of LPR on day 1, NLPR on days 3 and 7 combined with the burn prognostic score index in predicting the prognosis of patients was higher than that of the burn index alone, and the three composite inflammatory indexes combined with PBI had the highest efficacy in predicting the prognosis (AUC = 0.994). Kaplan-Meier survival analysis showed poor prognosis in patients with higher LPR on day 1 and higher NLPR on days 3 and 7 (log-rank chi2 =9.623,31.564, 20.771, respectively; P<0.01).CONCLUSIONS: LPR on day 1 and NLPR on days 3 and 7 after admission are reliable predictors of prognosis in patients with severe extensive burns. The combination of the burn prognostic score index, LPR on day 1, and NLPR on days 3 and 7 was superior to the burn indexes alone in predicting a patient's prognosis.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This project investigates the prehistoric coastal site of Kalba on the Gulf of Oman in the context of exchange networks between maritime waterways and land-based caravan routes on the south-eastern Arabian Peninsula. In addition to favourable environmental conditions, raw-material procurement strategies were important for the economy of this multi-crafting community.", - "output": "Archaeology", + "input": "Abstract: Objectives: This study compared incidence rates, stage at presentation, and cause-specific mortality of nodular and superficial spreading melanoma along the rural-urban continuum in Kentucky. We compared resulting patterns in our data with sample demographic and other potential factors, including population by county and primary care provider rate. Methods: Retrospective patient data were extracted from the Surveillance, Epidemiology, and End Results database from 2010 through 2017. These data were supplemented by environmental, demographic, and socioeconomic data derived from publicly accessible databases. Correlation and chi 2 analyses were used to test for significant differences in outcome variables by US Department of Agriculture Rural-Urban Continuum Code (RUCC) categories and other potential predictor variables. Results: Incidence rates by Kentucky county were not associated with RUCC or population; likewise, there was no relationship between stage at presentation and RUCC category. There was, however, a highly significant association between cause-specific mortality and RUCC; patients from rural areas were significantly more likely to die from melanoma than those in urban areas. This overall difference was due to differences in mortality for superficial spreading melanoma. Conclusions: Our results suggest that a disparity in patients' ability or tendency to access primary care and/or specialist providers postdiagnosis may be critical factors in determining the ultimate outcome of a melanoma diagnosis. Further studies should explore the availability of dermatologists and/or treatment options for melanoma in rural areas. Our data also provide additional support for inclusion of melanoma subtype in the American Joint Committee on Cancer guidelines.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: Using a large longitudinal sample of adults from the Midlife in the United States (MIDUS) study, the present study extended a recently developed hierarchical model to determine how best to model the accumulation of stressors, and to determine whether the rate of change in stressors or traditional composite scores of stressors are stronger predictors of health outcomes.METHOD: We used factor analysis to estimate a stress-factor score and then, to operationalize the accumulation of stressors we examined five approaches to aggregating information about repeated exposures to multiple stressors. The predictive validity of these approaches was then assessed in relation to different health outcomes.RESULTS: The prediction of chronic conditions, body mass index, difficulty with activities of daily living, executive function, and episodic memory later in life was strongest when the accumulation of stressors was modeled using total area under the curve (AUC) of estimated factor scores, compared to composite scores that have traditionally been used in studies of cumulative stress, as well as linear rates of change.CONCLUSIONS: Like endogenous, biological markers of stress reactivity, AUC for individual trajectories of self-reported stressors shows promise as a data reduction technique to model the accumulation of stressors in longitudinal studies. Overall, our results indicate that considering different quantitative models is critical to understanding the sequelae and predictive power of psychosocial stressors from midlife to late adulthood.", - "output": "Demography", + "input": "Abstract: BACKGROUND: Simulation is a safe, supported, and accessible learning method for students to gain skills and experience, especially in difficult to access range of practice areas such as voice.OBJECTIVE: The study aimed to explore change in students' perceptions of knowledge, confidence, anxiety, and clinical readiness for assessment and management of an adult with a voice disorder after participation in simulation-based learning activities.METHODS: Participants (N = 113) were students enrolled in a mandatory course dedicated to the voice and voice disorders. Students completed 32 hours of academic coursework which included lectures and tutorials and two 30-minute simulation-based learning activities with a standardized patient playing the role of an adult with a voice disorder. The impact of the simulation-based learning activities on student perceptions of their knowledge, confidence, anxiety, and clinical readiness for work within the area of voice were surveyed at three time points: (1) pre lectures, (2) post lectures but pre simulation, and (3) post simulation. Change across time was analyzed using repeated measures analysis of variance with post hoc Bonferroni adjustment.RESULTS: All students perceived significant (P \u2264 0.001) positive changes in knowledge and confidence across time points for all activities, except for writing an assessment report. Anxiety related to the management of a client with a voice disorder fluctuated significantly (P \u2264 0.001) throughout the program. Overall, the majority (>90%) of students agreed or strongly agreed that the simulation-based learning activities were useful and helped them to develop clinical skills, apply content taught in lectures, and gain confidence and interest in voice.CONCLUSION: This study supports incorporation of simulation-based learning as part of students' clinical preparation for the assessment and management of voice disorders.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In this study, we focus on the nexus between the populist domestic politics of Hungary and the Hungarian foreign policy. We find that conventional explanations involving pragmatism and nationalism are limited, so we take the analytical approach of political marketing to understand the rhetoric and behavior of the Orb & aacute;n government, with special reference to its relations with China. We argue that through its high-profile Opening to the East policy, the Orb & aacute;n government attempted, with mixed outcomes, to communicate its foreign policy promises and results as persuasion and contestation to its domestic audience largely for its own political gains.", - "output": "Law", + "input": "Abstract: Health impact assessments have estimated substantial health co-benefits of climate change mitigation strategies due to reductions in air pollution in the US; however, few studies have considered children's health impacts and related equity implications. We estimated the potential health co-benefits to children related to improved air quality associated with various emissions cap and investment scenarios for the transportation sector in the Northeastern and Mid-Atlantic US proposed under the Transportation and Climate Initiative (TCI). We modeled changes in ambient fine particulate matter and nitrogen dioxide between 2022 and 2032 associated with on-road transportation sector emissions under nine hypothetical carbon dioxide (CO2) emissions cap and investment scenarios proposed under TCI using the Community Multiscale Air Quality (CMAQ) model version 5.2. We estimated potential health co-benefits for adverse birth and pediatric respiratory and neurodevelopmental outcomes using an expanded version of the Environmental Benefits Mapping and Analysis Program, known as BenMAPR. We also examined impacts on pediatric asthma exacerbations across racial/ethnic groups. We found that health benefits to children increased as the CO2 emission caps became more ambitious. The combination of the highest emissions cap (25%) and the investment scenario which prioritized public transit improvement (Diversified strategy) conferred the greatest children's health benefits for the majority of health outcomes considered, resulting in approximately $82 million per year in economic savings. Assessment of the distribution of avoided pediatric asthma exacerbations showed benefits across all racial and ethnic groups, with a slightly greater reduction in cases for non-White populations. Decarbonization policies in the transportation sector in the Eastern US have the potential to provide important air quality and pediatric health co-benefits.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Technology-facilitated abuse and violence disproportionately affect marginalized people. While researchers have explored this issue in the context of public-facing social media platforms, less is known about how it plays out on more private messaging apps. This study draws on in-depth interviews with women and queer journalists and activists in Lebanon to illustrate their experiences of infrastructural platform violence on WhatsApp. Specifically, we distinguish between identity-based violence propagated on platforms, and violence propagated by platforms due to infrastructural neglect of vulnerable populations. Our results document how perpetrators employ the affordances of WhatsApp in harmful ways. We highlight the individual emotional and reputational toll of doxxing and harassment campaigns. The study also showcases the societal ramifications of silencing and self-censorship, as well as infrastructural platform failures. Findings underscore the need to shift attention in platform studies toward populations and geographies whose safety has systemically been neglected by technology companies.", - "output": "Communication", + "input": "Abstract: During COVID-19 remote instruction, instructors were tasked with providing students with authentic laboratory experiences in an out-of-classroom environment. One solution developed for our introductory general chemistry laboratory involved students critiquing readily available technique videos to distinguish between correct and incorrect laboratory technique. After returning to in-person labs in Fall 2021, we incorporated this assessment into the pre-lab assignments in an effort to reduce the cognitive load of learning a new technique. Here we explore whether this critical-review exercise translates into improved technique as measured by precision and accuracy when using a 10 mL volumetric pipet. Additionally, we consider the impact of the pre-lab assignment given the involvement level of the TA, as some TAs are more willing to provide feedback on student technique during the lab period. We found that while students self-report the exercise as useful towards their learning, there are no significant changes in performance for most students. We did, however, find a reduction in the overall outliers and saw improvements when additional feedback (through a TA) was provided as well. These findings indicate that the exercise may be most useful for students who make large errors and who receive little individualized feedback.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PURPOSE: We analyse lobbying behaviour by using Machine Learning approaches. In the context of Sustainable Finance Disclosure Regulation (SFDR), we gain detailed insights, assign these to existing strategies, and measure how strongly which participant influences the regulation.STUDY DESIGN/METHODOLOGY/APPROACH: We use tri-gram analysis, sentiment analysis, and similarity analysis as methods to obtain insights into the political commentary process of European Supervisory Authorities (ESAs) drafts dealing with SFDR.FINDINGS: Our metadata helps to identify stakeholders and lobbying strategies. We found that the most negative comments came from the regulated, who argued strongly subjectively in a very objective environment of ESG disclosure. We also identified typical lobbying strategies based on arguments, persuasion, and classic cost-benefit considerations.ORIGINALITY/VALUE: We generate emotion values and synthesise detailed argument differences and show that modern algorithms can contribute to the identification of interest groups and lobbying strategies. Furthermore, we generate similarity values of arguments that can be taken into account in the analysis of the success of a lobbying strategy.", - "output": "Law", + "input": "Abstract: This work presents the results of the characterisation of the mortars used to build the vaults of the choir and a transverse arch in the nave of Notre-Dame de Paris. The aim is to highlight the mixes used and technological choices made by the builders at the end of the 12th century. A multi-analytical approach made it possible to characterise the binders, aggregates, particle size distributions and the physical and chemical properties of about thirty samples. They lead to the definition of mortar mix equivalent to medieval ones. First investigations conducted on the fresh mortar show its ability to erect an arch or the panels of the vaults and validate the mortar mix proportions. These results will sufficiently support the ongoing project on the reconstitution of compatible mortars as well as on modelling the structural comportment of the edifice. (c) 2022 Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR).", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The contemporary art world is conservatively estimated to be a $65 billion USD market that employs millions of human artists, sellers, and collectors globally. Recent attention paid to AI-made art in prestigious galleries, museums, and popular media has provoked debate around how these statistics will change. Unanswered questions fuel growing anxieties. Are AI-made and human-made art evaluated in the same ways? How will growing exposure to AI-made art impact evaluations of human creativity? Our research uses a psychological lens to explore these questions in the realm of visual art. We find that people devalue art labeled as AI-made across a variety of dimensions, even when they report it is indistinguishable from human-made art, and even when they believe it was produced collaboratively with a human. We also find that comparing images labeled as human-made to images labeled as AI-made increases perceptions of human creativity, an effect that can be leveraged to increase the value of human effort. Results are robust across six experiments (N=2965) using a range of human-made and AI-made stimuli and incorporating representative samples of the US population. Finally, we highlight conditions that strengthen effects as well as dimensions where AI-devaluation effects are more pronounced.", - "output": "Art", + "input": "Abstract: In forensic science, glyphosate (GLYP) and glufosinate (GLUF), a class of non-selective broad-spectrum herbicides, have been frequently encountered in many fatal poisoning and suicide cases due to their widespread availability. Therefore, it is essential to develop an effective method for detecting these compounds. Some conventional methods, such as gas chromatography-mass spectrometry (GC-MS) or liquid chromatography-mass spectrometry (LC-MS), have been reported to detect these compounds. However, these methods are not ideal for their time-consuming and non-sensitive feature. Herein, probe electrospray ionization (PESI) tandem mass spectrometry (MS/MS), a fast and sensitive technique, was applied for the determination of GLYP and GLUF in human blood, which can obtain analytical results within 0.5 min without derivatization and chromatographic separation. After protein precipitation of blood samples, the supernatant was mixed with isopropanol and ultra-pure water (1:1 v/v). Then, 8 muL of the mixture was introduced into the plastic sample plate for PESI-MS/MS analysis. The limits of detection (LODs) of the method were 0.50 mug/mL and 0.25 mug/mL for two analytes, and the limits of quantitation (LOQs) were both 1.00 mug/mL, which are higher than the concentration of reported poisoning and fatal cases. In the linear range of 1-500 mug/mL, the regression coefficients (r2) for GLYP and GLUF were over 0.99. The matrix effects ranged from 94.8 % to 119.5 %, and the biases were below 4.3 %. The recoveries ranged between 84.8 % and 107.4 %, and the biases were below 7.6 %. Meanwhile, the method was effectively utilized to detect and quantify the blood, urine, and other samples. Consequently, the results suggest that PESI-MS/MS is a straightforward, fast, and sensitive method for detecting GLUF and GLYP in forensics. In the future, PESI-MS/MS will become an indispensable technique for polar substances in grassroots units of public security where rapid detection is essential.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Given the background of ecological protection and high-quality development strategies in the Yellow River Basin (YRB), studying the spatial distribution characteristics and influencing mechanisms of intangible cultural heritage (ICH) in the YRB is of great significance for objectively understanding the entire process of cultural occurrence, evolution, protection, and development in the YRB. Considering 787 counties in nine provincial areas of the YRB as the research area, this study adopted density-based spatial clustering of applications with noise (DBSCAN), kernel density estimation (KDE), and GeoDetector, and explored the spatial distribution characteristics and influencing mechanisms of 892 national-level ICH items. The results showed that the entire ICH was spatially agglomerated in the YRB. Concurrently, regional differences were apparent, mainly concentrated in the middle-lower reaches and several cultural areas. Although all 10 ICH types showed spatial gathering characteristics, the degree of agglomeration of folk art and literature, traditional sports recreation, and acrobatics was relatively low. DBSCAN clustering showed that the middle and lower reaches of the Yellow River were the core areas of ICH and various types of ICH clustering. The kernel density also showed an agglomeration distribution trend and formed a 3 + 4 + 5 kernel density hierarchy, exhibiting prominent center-periphery characteristics. Among the natural environmental, socioeconomic, and historical-cultural factors, the socioeconomic factors significantly affected ICH spatial distribution, whereas natural environmental factors were less influential. The gross domestic product (GDP), national historical and culturally famous towns and villages, populations, and museums strongly influenced ICH spatial distribution. The factor interaction explanatory force was greater than that of a single factor, indicating synergistic effects between the factors. The explanatory force of GDP, urbanization level, population, minority population, and traffic interaction with other factors on ICH spatial distribution significantly improved. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", - "output": "Art", + "input": "Abstract: OBJECTIVEThe aim of this study was to examine the motivations and perceptions of RNs with completed doctorates in an integrated healthcare system.BACKGROUNDHistorically, PhD preparation was the primary doctorate available for nurses, preparing them to conduct research and hold leadership positions. The recent growth of Doctor of Nursing Practice (DNP) programs that focus on either advanced clinical practice or executive competencies has significant implications for the future of nursing in practice settings.METHODSA 30-item survey was sent to all 93 RNs at a healthcare system who have completed doctorates.RESULTSA response rate of 71% found DNPs outnumber PhDs 3 to 1. PhDs are significantly more likely to perceive concrete benefits associated with their degrees, and DNPs are more likely to report that their degrees have not made a difference in their jobs.CONCLUSIONSLeaders in practice and education must collaborate to ensure that both DNPs and PhDs are engaged in positions that use their highest level of competence in any setting.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The 2019 fire of Notre-Dame de Paris was not only a significant event in its history, but also provided a unique platform for multidisciplinary studies and digital data analysis. At the initiative of the CNRS and the Ministry of Culture, a large-scale collaboration is currently underway to manage and analyse the extensive data generated in connection with the restoration of the cathedral. The role of digital data is crucial for understanding complex multidisciplinary studies, especially in the field of cultural heritage. A digital data working group, composed of thirty scientists from 12 laboratories, is focused on documenting and organising this collective experience to serve both the immediate needs of restoration and the longterm goals of cultural heritage research. Key challenges include data traceability, knowledge modelling, multidimensional analysis and the need to address gaps in semantic understanding, memory, data correlation and technology. To address these challenges, a novel method is proposed that combines the digital representation of material heritage with the evolving knowledge about it. By collaborating with the wider scholarly community involved in Notre Dame's scientific action, the aim is to introduce new methods in heritage research and bridge the gap between the humanities and digitally-driven scholarship. This initiative also intersects with two primary scientific vectors: the technological approach to data collection and the generation and analysis of semantically enriched datasets. (c) 2023 Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR).", - "output": "Art", + "input": "Abstract: Photodynamic therapy (PDT) has been widely employed in clinical applications, healthcare, and public health (e.g. cancer research, microbiological control, vector control, etc). The photodynamic action is an advanced oxidation process based on the production of reactive oxygen species (ROS) and singlet oxygen by the excitation of a photosensitizer by specific wavelengths of light in the presence of molecular oxygen. The generation of ROS, which are highly reactive, encourages the use of PDT against recalcitrant pollutants and resistant parasites, a novel approach for PDT applications. Here, we explored recent research in PDT in water and wastewater treatment, elucidating operational conditions, main targets, potentials, and constraints, considering a collection of scientific papers curated by a well-defined research strategy. Retrieved records were filtered by subjects, and data was organized into a content network. Results showed that PDT is a timely alternative to deal with emerging chemical contaminants, resistant microorganisms, and other challenges, raising opportunities for versatile applications and sustainable solutions. Advances in environmental applications of PDT may help reach the Sustainable Development Goal 6 (SDG 6), but also positively impact other SDGs.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: While numerous studies have explored psychological capital (PsyCap), there has been a limited endeavor to offer a comprehensive overview of PsyCap within the realm of hospitality and tourism. This study conducted a meta-analytical review, seeking to elucidate the direction and magnitude of effect sizes pertaining to the relationships between PsyCap, its antecedents and outcomes, while also considering the moderating effects of national culture, measurement and time lag. To test the proposed hypotheses, altogether, 68 empirical studies (21 antecedents and outcomes, total sample size N = 22,071) were collected and utilized. The results demonstrated that PsyCap had significant associations with antecedents such as leaderships and organizational context and outcomes including work attitudes, emotional labor, role conflicts and stressors, organizational contexts, performance, wellness and life satisfaction and intention to stay or leave. The findings also highlighted the moderating effects of national culture, measurement and time lag on the relationships between PsyCap and its outcomes. To our knowledge, this is the first meta-analysis of PsyCap in the context of hospitality and tourism. In addition, the current research adds value by examining various moderators, which has not been done in previous review articles of PsyCap.", - "output": "Economics", + "input": "Abstract: The paper is devoted to testing Kohonen self-organising maps, with elliptic Fourier coefficients as quantitative variables, for the task of morphological classification of fragmented and non-standardised ceramics. The advantage of the methodology used is its ability to account for the systematic statistical relationships inherent in the dataset, build models of varying degrees of generalisation and visualise multivariate data. The approbation of the method was carried out on materials from the Hlyboke Ozero-2 settlement in Eastern Ukraine. The results are compared with the results obtained using principal component analysis + k-means clustering.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Grieve et al. (2022) tested the effects of an intervention designed to reduce perfectionism. Contrary to their hypotheses, the intervention reduced both perfectionism and excellencism. Furthermore, excellencism positively correlated with negative outcomes (e.g. anxiety).AIMS: A theory-driven framework (with five hypothetical scenarios) is proposed to reconsider how we interpret the effectiveness of interventions designed to reduce perfectionism. Our goal was to offer a constructive reinterpretation of the results of Grieve et al. (2022) using our new framework derived from the Model of Excellencism and Perfectionism.METHOD: Secondary data analyses using the experimental and correlational results are published in the randomized control trial of Grieve et al. (2022).RESULTS: Our re-examination of the results reveals that excellencism was reduced by a smaller extent (approximately 25% less) than perfectionism. Based on our framework, such a ratio provides conclusive evidence for the effectiveness of this intervention. Students entered the intervention as perfectionists and they ended up somewhere between the zones of excellence striving and non-perfectionism. Furthermore, our multivariate re-analysis of the bivariate correlations indicates that excellence strivers experienced better adjustment (lower anxiety, depression, stress, body-related acceptance, and higher self-compassion) compared with perfectionists.CONCLUSION: Future interventions should target the reduction of perfectionism and the maintenance of excellencism because excellencism relates to desirable outcomes. Our secondary data analysis was needed to inform researchers and practitioners about an alternative interpretation of Grieve and colleagues' findings. Future interventions to reduce perfectionism should closely monitor excellencism and follow the interpretational guidelines advanced in this article.", - "output": "Education", + "input": "Abstract: A famous painting of the 19th century, by Ilia Repin, of a religious procession depicts the pageantry of the event but also draws the attention of the viewer to the exclusion of a disabled child from the festivities.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper critically analyses three main neurobiological hypotheses on trans* identities: the neurobiological theory about the origin of gender dysphoria, the neurodevelopmental cortical hypothesis, and the alternative hypothesis of self-referential thinking and body perception. In this study I focus then the attention on three elements: the issue of (de)pathologisation, the idea of the trans brain, and the aetiology of trans* identities. While the neurobiological theory about the origin of gender dysphoria and the neurodevelopmental cortical hypothesis claim the existence of the trans brain, each offering its own neurobiological depiction, the hypothesis of self-referential thinking and body perception doesn't postulate a distinctive neurobiological trait for all trans* people. I problematize both portrayals of the trans brain departing from the findings and conceptualizations of the paradigm shifting brain mosaicism. Unlike the hypothesis of self-referential thinking and body perception that keeps the question of causation open, both the neurobiological theory about the origin of gender dysphoria and the neurodevelopmental cortical hypothesis situate the origin of trans* identities in the neurobiological domain. I challenge the biological deterministic framework in which this aetiology is inscribed from a dynamic processual entanglement perspective. Finally, concerning the issue of (de)pathologisation of trans* identities, an evolution can be seen in each of the hypothesis and among them, from the least to the most depathologising. However, I question their complete departure from a pathologising framework.", - "output": "History", + "input": "Abstract: Many health professions schools host anatomy outreach sessions for high school students that utilize anatomical donors. However, teaching with anatomical donors for younger learners is uncommon. This study aimed to assess the comfort levels and experiences of students who attended the anatomy sessions as part of summer programs at Rutgers New Jersey Medical School. Younger learners (students entering grades 7-10; n = 25) and older learners (students entering grades 11-12; n = 33) completed pre- and post-session surveys about their comfort using a 5-point Likert scale. Before the sessions, most students felt comfortable or very comfortable learning from isolated organs (mu = 2.7, SD = 1.3) or full-body donors (mu = 2.4, SD = 1.4), even though most have never been to an anatomical donor lab before. After the sessions, the comfort level significantly increased for both isolated organs (mu = 3.3, SD = 1.1; p = 0.02) and full-body donors (mu = 3.1, SD = 1.2; p = 0.004). For isolated organs, there was no significant difference in the comfort level between younger and older learners before (p = 0.50) or after (p = 0.56) the sessions. Similarly, for full-body donors, there was no significant difference in the comfort level between younger and older learners before (p = 0.95) or after (p = 0.75) the sessions. Most students expressed that the experience was unique and positive. In conclusion, most students entering grades 7-12 felt comfortable learning from isolated organs and full-body anatomical donors prior to the sessions and felt more comfortable after the sessions. With this, anatomy outreach programs that utilize anatomical donors could be expanded to include younger learners to provide more dynamic teaching experiences for students of various ages.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Islands have played a much larger role in global history than their small size may suggest. The study of islands, once a part of maritime history, has since 2006 grown into its own interdisciplinary field of island studies. The three books analysed in this review all stand to contribute to the new field. The books under review are The Boundless Sea (2019), A World at Sea (2020), and africa y sus islas (2021). Island-specific topics advanced by these books include islands as nodes in trade networks, the detrimental influence of colonisation on island environments, the use of islands as locations to escape from slavery, ethnographic descriptions of islands, and indigenous knowledge produced by islanders.", - "output": "History", + "input": "Abstract: The objective of this study is to provide an analysis of the processes involved in the construction of the perception of a cross-border sustainable tourism destination image in peripheral regions. The research presented was conducted using an empirical approach that merges qualitative and quantitative techniques. The main results of this study include the identification of the key components that contribute to the formation of the image of a sustainable cross-border tourist destination in the region encompassing Alcoutim (Portugal) and Sanlucar de Guadiana (Spain).", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The Pacific coast of the Southern Andes has a long occupational history that shows regional diversification by the Middle and Late Holocene. The coast of north-central Chile had a significant hunter-gatherer occupation between cal 6000 and 2000 BP, which differs from those observed in neighboring areas because of their environmental and historic characteristics. Studies of funerary contexts reveal that these groups underwent a demographic expansion and experienced social conflict during this period. But an emphasis on the significance of funerary contexts in the period cal 6000-2000 BP has limited our knowledge of these groups' environmental strategies and use of coastal resources. This research examines evidence recovered from residential and funerary contexts from the Punta Teatinos site (Coquimbo Bay, north central coast of Chile, 29(degrees)S) to assess the strategies of environmental use. The study of this evidence-including stratigraphy; radiocarbon dating; lithic, malacological, and zooarchaeological material; microfossils; dental calculi, stable isotopes; and rock art-indicates an exploitation of coastal resources, to which others of terrestrial origin were added. Although no temporal changes in the exploitation of coastal resources were identified, the evidence also indicates changes in the constitution of historical landscapes and extra-regional social networks.", - "output": "Archaeology", + "input": "Abstract: The global trading system has reached an inflection point. The future of the liberalized, rules-based global world order is in doubt as countries that have for decades preached and practiced policies, which can loosely be defined as embodying the 'Washington Consensus', have started to backtrack. Free and fair trade is no longer the mantra as governments embrace industrial policy, protectionism, national security, risk management, and managed trade. Perhaps the most surprising adherent of the reversal is the US, whose embrace of what has been termed a 'modern American industrial strategy' runs counter to traditional American views and norms. While David Ricardo's theory of comparative advantage still holds true, it has certainly fallen out of fashion. Where it leads remains unknown - caveat emptor. This article analyses President Joe Biden's industrial policy and its implications as well as shifts that have occurred as a result of the pandemic, geopolitical competition, and other recent global events.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This article presents a discursive analysis of crisis communication strategies employed by British Prime Minister Boris Johnson during the first 2 years of the COVID-19 pandemic. Utilising critical discourse analysis, the study examined official communications from March 2020 to January 2022. While Johnson's communication style encompassed empathy, assertiveness, and a focus on vaccination efforts, enhancing specificity, transparency, addressing potential inequalities, as well as prioritising community building, could have heightened the impact of his messages during the COVID-19 pandemic. By examining Boris Johnson's speeches as a case study, the research adds depth to the discourse on effective communication strategies employed by world leaders. The findings underscore the significance of clarity, adaptability, empathy, and reliance on scientific evidence in navigating the complexities of crisis communication.", + "input": "Abstract: Given that Facebook is still the most widely used social networking site in the world, its influence on democratic processes is under constant scrutiny. Academics have put a special focus on Facebook's role in inhibiting or enhancing citizens' news exposure. Recent studies using digital behavioral data have analyzed the prevalence and effects of Facebook news referrals. Using a web tracking tool that captures general browsing behavior as well as public posts seen on Facebook, this paper lays the groundwork for the field by assessing the validity of previously proposed operationalizations. We validate news referrals by investigating whether different measures actually reflect exposure to a news URL a user saw on Facebook. We furthermore assess the effects of news referrals on central outcomes in extant literature, contingent on different operationalizations. The results show that the most precise measure of news referrals are click identifiers attached to news URLs by Facebook. Different operationalizations of referrals have theoretically impactful consequences for the substantive understanding of Facebook's role in high-choice online environments. The paper demonstrates the need for academics to constantly innovate in order to measure citizens' online behavior in an ecologically valid manner.", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND AND OBJECTIVES: Elevated levels of Alzheimer disease (AD) blood-based biomarkers are associated with accelerated cognitive decline. However, their distinct relationships with specific cognitive and functional domains require further investigation. We aimed at estimating the associations between AD blood-based biomarkers and the trajectories of distinct cognitive and functional domains over a 5-year follow-up period.METHODS: We conducted a clinic-based prospective study using data from the MEMENTO study, a nationwide French cohort. We selected dementia-free individuals at baseline aged 60 years or older. Baseline measurements of beta-amyloid (Abeta) 40 and 42, phosphorylated tau (p-tau181), and neurofilament light chain (NfL) concentrations were obtained using the Simoa HD-X analyzer. Mini-Mental State Examination (MMSE), Free and Cued Selective Reminding Test (FCSRT), animal fluency, Trail Making Tests A and B, Short Physical Performance Battery (SPPB), and Instrumental Activities of Daily Living were administered annually for up to 5 years. We used linear mixed models, adjusted for potential confounders, to model AD biomarkers' relation with cognitive and functional decline.RESULTS: A total of 1,938 participants were included in this study, with a mean (SD) baseline age of 72.8 (6.6) years, and 62% were women. Higher baseline p-tau181 and NfL were associated with significantly faster decline in most cognitive, physical, and functional outcomes (+1 SD p-tau181: betaMMSE = -0.055, 95% CI -0.067 to -0.043, betaFCSRT = -0.034, 95% CI -0.043 to -0.025, betafluency = -0.029, 95% CI -0.038 to -0.020, betaSPPB = -0.040, 95% CI -0.057 to -0.022, and beta4IADL = -0.115, 95% CI 0.091-0.140. +1 SD NfL: betaMMSE = -0.039, 95% CI -0.053 to -0.025, betaFCSRT = -0.022, 95% CI -0.032 to -0.012, betafluency = -0.014, 95% CI -0.024 to -0.004, and beta4IADL = 0.077, 95% CI 0.048-0.105). A multiplicative association of p-tau181 and NfL with worsening cognitive and functional trajectories was evidenced. Lower Abeta42/40 ratio was only associated with slightly faster cognitive decline in FCSRT and semantic fluency (+1 SD: beta = 0.011, 95% CI 0.002-0.020, and beta = 0.011, 95% CI 0.003-0.020, respectively). These associations were not modified by APOE epsilon4, sex, nor education level.DISCUSSION: In a memory clinic sample, p-tau181 and NfL, both independently and jointly, are linked to more pronounced cognitive, physical and functional declines. Blood-based biomarker measurement in AD research may provide useful insights regarding biological processes underlying cognitive, physical, and functional declines in at-risk individuals.", - "output": "Demography", + "input": "Abstract: In oldest old age (generally considered to be from 85 years onwards), personhood is often called into question, impacting well-being as a result. Based on ethnographic fieldwork, this article examines the well-being of oldest old nursing home residents at the intersections of ageism, fraying personhood and fragile social belonging in Danish nursing home care. In Denmark personhood hinges on both independence and social belonging; or f AE llesskab. We examine how these concepts are practiced in nursing home care. Taking its starting point in the distinction between the inside world of the nursing home and the real world outside, the article examines how processes of othering occur in nursing home care, imperilling resident personhood and opportunities for social belonging. We consider how oldest old residents navigate social belonging, finding it in turn life-sustaining and vexatious. We argue that tacit ageism permeates the nursing home, to the detriment of resident well-being, despite the best intentions of an aged care system that is structured to specifically maintain personhood.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study aimed to test the efficacy of a newly developed computer-based game naming computerized executive functions (CEF) task on the reading ability of children suffering from dyslexia. Forty dyslexic school students from the fourth and fifth grades were randomized to one of the experimental and control groups. Subjects of the experimental group received 12 sessions of Computerized Executive Functions Training (CEFT), while subjects of the control group played a neutral computer game throughout the 12 sessions. All participants responded to the Reading and Dyslexia Test (NEMA) as the pre- and post-test measure. Results revealed a significant improvement in the reading ability of subjects of the experimental group compared to the control group. Subjects of the experimental group indicated a greater improvement in some components of the NEMA scale including word reading, word chains reading, picture naming, text comprehension, word comprehension and letter fluency relative to the control group. CEFT had no significant effect in modifying the category fluency, phoneme elimination and rhyming components of the NEMA scale. Applying CEFT improves the reading performance of children with dyslexia by enforcing their cognitive abilities like working memory, inhibition control and cognitive flexibility which are necessary for normal reading ability.", - "output": "Education", + "input": "Abstract: Background People experiencing homelessness are at increased risk of violence and abuse, however, there is insufficient knowledge about rates of inquiry or readiness of healthcare professionals to address violence and abuse among this population. This study aimed to explore healthcare professionals' experiences and perceptions of asking about violence and abuse among patients experiencing homelessness.Methods This study used a qualitative, interpretive, and exploratory design. We performed focus group discussions with healthcare professionals (n = 22) working at an integrative healthcare unit for people experiencing homelessness. Data were analysed using reflexive thematic analysis, following Braun and Clarke's six-phase approach. Findings are reported according to the Consolidated Criteria for Reporting Qualitative Research (COREQ) checklist.Results The overarching theme of the analysis is that addressing violence and abuse is at risk of falling through the cracks. The theme is supported by three sub-themes: Hesitance to address violence and abuse, The complex dynamics of violence and abuse in homelessness, and Challenges in addressing violence and abuse amidst competing priorities and collaborative efforts. The normalisation of violence and abuse within the context of homelessness perpetuates a cycle where the severity and urgency of addressing violence and abuse are overlooked or minimised, hindering effective interventions. Moreover, healthcare professionals themselves may inadvertently contribute to this normalisation. The hesitance expressed by healthcare professionals in addressing the issue further reinforces the prevailing belief that violence and abuse are inherent aspects of homelessness. This normalisation within the healthcare system adds another layer of complexity to addressing these issues effectively.Conclusions The findings underscore the need for targeted interventions and coordinated efforts that not only address the immediate physical needs of people experiencing homelessness but also challenge and reshape the normalised perceptions surrounding violence and abuse. By prioritising awareness, education, and supportive interventions, we can begin to break the cycle and provide a safer environment where violence and abuse are not accepted or overlooked.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This is my reply to comments by Daniel Drucker, Miriam Schleifer McCormick, and Mark Richard published as part of an author-meets-critics symposium.", - "output": "Philosophy", + "input": "Abstract: BACKGROUND: Existing handover communication tools often lack a clear theoretical foundation, have limited psychometric evidence, and overlook effective communication strategies for enhancing diagnostic reasoning. This oversight becomes critical as communication breakdowns during handovers have been implicated in poor patient care. To address these issues, we developed a structured communication tool: Background, Responsible diagnosis, Included differential diagnosis, Excluded differential diagnosis, Follow-up, and Communication (BRIEF-C). It is informed by cognitive bias theory, shows evidence of reliability and validity of its scores, and includes strategies for actively sending and receiving information in medical handovers.DESIGN: A pre-test post-test intervention study.SETTING: Inpatient internal medicine and orthopaedic surgery units at one tertiary care hospital.INTERVENTION: The BRIEF-C tool was presented to internal medicine and orthopaedic surgery faculty and residents who participated in an in-person educational session, followed by a 2-week period where they practised using it with feedback.MEASUREMENTS: Clinical handovers were audiorecorded over 1week for the pre- and again for the post-periods, then transcribed for analysis. Two faculty raters from internal medicine and orthopaedic surgery scored the transcripts of handovers using the BRIEF-C framework. The two raters were blinded to the time periods.RESULTS: A principal component analysis identified two subscales on the BRIEF-C: diagnostic clinical reasoning and communication, with high interitem consistency (Cronbach's alpha of 0.82 and 0.99, respectively). One sample t-test indicated significant improvement in diagnostic clinical reasoning (pre-test: M=0.97, SD=0.50; post-test: M=1.31, SD=0.64; t(64)=4.26, p<0.05, medium to large Cohen's d=0.63) and communication (pre-test: M=0.02, SD=0.16; post-test: M=0.48, SD=0.83); t(64)=4.52, p<0.05, large Cohen's d=0.83).CONCLUSION: This study demonstrates evidence supporting the reliability and validity of scores on the BRIEF-C as good indicators of diagnostic clinical reasoning and communication shared during handovers.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Background The need for online adaptations of research instruments became more pronounced amidst the COVID-19 pandemic. This study sought to modify the REALD-30 for online application (eREALD-30) and evaluate its content validity and internal reliability among medical and dental students in Nigeria.Methods The eREALD-30 required participants to identify if each of the listed words were related to dentistry by ticking either a 'yes' or 'no' response with the option to mark 'don't know' for words they were unsure about. Scores ranged from 0 to 30. Five oral health experts reviewed the eREALD-30 for cultural appropriateness, while content validity was evaluated by 10 medical and dental students. Internal reliability was assessed with 320 students recruited from 15 medical and dental schools spanning the country's six geopolitical zones. These students also completed an oral health status assessment tool. Data collection utilized an online survey platform. Validity of the eREALD-30 was determined through correlation analysis between eREALD-30 scores and the oral health status assessment tool. Furthermore, binary logistic regression analysis was employed to explore the assocations between participants' oral health status and their oral health literacy, adjusting for age, sex, and level of medical and dental education.Results Out of the respondents, 178 (55.6%) exhibited poor oral health literacy, while 205 (64.1%) reported having good oral health status. Those with good oral health literacy demonstrated significantly higher odds of having good oral health status (OR: 1.61; 95% CI: 1.02-2.54; p = 0.04). However, individuals with good oral health literacy had increased odds of good oral health status after adjusting for confounding factors,, though this association did not retain statistical significance (AOR: 1.39; 95% CI: 0.86-2.24; p = 0.17). The eREALD-30 displayed strong internal consistency (Cronbach alpha = 0.933), indicating its reliability in assessing oral health literacy levels, alongside a high content validity score of 0.90.Conclusion The study finding suggests that the e-version of the REALD-30 was reliable and valid for use among medical and dental students in Nigeria.", - "output": "Education", + "input": "Abstract: Background Despite the demonstrated efficacy of psychotherapy, the precise mechanisms that drive therapeutic transformations have posed a challenge and still remain unresolved. Here, we suggest a potential solution to this problem by introducing a framework based on the concept of mental navigation. It refers to our ability to navigate our cognitive space of thoughts, ideas, concepts, and memories, similar to how we navigate physical space. We start by analyzing the neural, cognitive, and experiential constituents intrinsic to mental navigation. Subsequently, we posit that the metaphoric spatial language we employ to articulate introspective experiences (e.g., unexplored territory or going in circles) serves as a robust marker of mental navigation. Methods Using large text corpora, we compared the utilization of spatial language between transcripts of psychotherapy sessions (approximate to 12 M. words), casual everyday conversations (approximate to 12 M. words), and fictional dialogues in movies (approximate to 14 M. words). We also examined 110 psychotherapy transcripts qualitatively to discern patterns and dynamics associated with mental navigation. Results We found a notable increase in the utilization of spatial metaphors during psychotherapy compared to casual everyday dialogues (U = 192.0, p = .001, d = 0.549) and fictional conversations (U = 211, p < .001, d = 0.792). In turn, analyzing the usage of non-spatial metaphors, we did not find significant differences between the three datasets (H = 0.682, p = 0.710). The qualitative analysis highlighted specific examples of mental navigation at play. Conclusion Mental navigation might underlie the psychotherapy process and serve as a robust framework for understanding the transformative changes it brings about.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Democracy promises accountability via elections; bureaucracy promises coordination via hierarchy. Many scholars believe these properties conflict. We prove, however, that accountability is precisely what unifies democracy and meritocratic (Weberian) bureaucracy. Central to the concept of meritocracy are performance reviews. We prove that a review system where all individuals and groups are accountable must also be democratic. Thus, meritocratic hierarchy, accountability, and democracy are intertwined. But accountability in modern political systems confronts a significant issue. Such systems include many knowledge-intensive specialties, and since specializations are limited to some but not all members of an institution, the full accountability of democracies entails review of specialists by amateurs. We prove that modern political systems necessarily exhibit this tension. It is a hallmark of modern institutions rather than a problem to be solved.", - "output": "Law", + "input": "Abstract: This study proposed an innovative combined ejector-enhanced organic Rankine cycle and two-stage compression refrigeration cycle (EORC-TCRC), to investigate its potential to revolutionize energy utilization and offer a sustainable solution for the current energy challenge. Energy, exergy, economic, and environmental (4E) analysis of the novel EORC-TCRC system was conducted first. The performance appraisal of the novel system compared to the conventional combined power and ejector refrigeration system has been evaluated. The evolutionary non- dominated Sort Genetic (NSGA-II) optimization algorithm was implemented to ascertain triple-objective optimal system operating conditions. The results revealed a significant improvement in refrigeration output, energy, and exergy efficiency with values of 220.06 kW, 11.67%, and 17.07%, respectively, compared to the conventional Rankine power and ejector refrigeration system. By different selections of the objective functions, four groups comprised of Multi-Objective CT-\u0572ex, Multi-Objective CT-\u0572Th, Multi-Objective \u0572ex-\u0572Th, and Triple- Objective mode presented to sought NSGA-II optimization results. The optimization results of Multi-Objective CT-\u0572Th mode indicated that the best thermal efficiency and overall system cost rate operating conditions are 28.25% and 78,820 ($/year), respectively. While the optimal system operating condition occurs in the Triple- Objective \u0572ex- \u0572Th-CT with the exergetic efficiency of 41.69%", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: (1) Background: Global climate change is expected to significantly alter growing conditions along mountain gradients. Landscape ecological patterns are likely to shift significantly as species attempt to adapt to these changes. We evaluated the extent to which spatial (elevation and canopy cover) and temporal (decadal trend and El Ni & ntilde;o-Southern Oscillation/Pacific Decadal Oscillation) factors impact seasonal snowmelt and forest community dynamics in the Western Hemlock-True Fir ecotone region of the Oregon Western Cascades, USA. (2) Methods: Tsuga heterophylla and Abies amabilis seedling locations were mapped three times over 20 years (2002-2022) on five sample transects strategically placed to cross the ecotone. Additionally, daily ground temperature readings were collected over 10 years for the five transects using 123 data loggers to estimate below-canopy snow metrics. (3) Results: Based on validation using time-lapse cameras, the data loggers proved highly reliable for estimating snow cover. The method reported fewer days of snow cover as compared to meteorological station-based snow products for the region, emphasizing the importance of direct under-canopy field observations of snow. Snow season variability was most significantly impacted temporally by cyclical ENSO/PDO climate patterns and spatially by differences in canopy cover within the ecotone. The associated seedling analysis identified clear sorting of species by elevation within the ecotone but reflected a lack of a long-term trend, as species dominance in the seedling strata did not significantly shift along the elevation gradient over the 20-year study. (4) Conclusions: The data logger-based approach provided estimates of snow cover at ecologically significant locations and fine enough spatial resolutions to allow for the study of forest regeneration dynamics. The results highlight the importance of long-term, understory snow measurements and the influence of climatic oscillations in understanding the vulnerability of mountain areas to the changing climate.", - "output": "Geography", + "input": "Abstract: This article investigates the connection and dependence between the definiteness of the totalities involved in mathematical structures and the determinateness of statements about that structure. From a logical perspective, we investigate whether logical principles expressing the definiteness of totalities license the use of classical logic. From a philosophical perspective, this article provides a reconstruction of Solomon Feferman's claim that the definiteness of the natural number conception implies the determinateness of arithmetical statements and therefore justifies the adoption of classical logic for arithmetical theories.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Drawing from publications by Swami Achutanand and the Adi-Hindu Mahasabha press between 1916 and 1940, this article examines the role of this north Indian Dalit organization in creating language and categories of liberalism in the Hindi vernacular. The Mahasabha poet-activists published numerous song-booklets in a variety of Hindi song genres to intervene in ongoing discussions on the subjects of representation and equality which they characterized as mulki-haq and unch-niche. Histories of liberties in late colonial India have typically examined its emergence within dominant Hindu and Muslim middle-class groups. This article uncovers the unique contributions of Dalit poet-activists who recognized the value of liberal ideas and institutions in challenging caste and abolishing Manu's Kanun (lawgiver Manu's Hindu law codes). It highlights the methodological importance of mohalla (neighborhood) sources usually located in Dalit activists' houses in untouchable quarters. The chapbooks found in mohalla collections have enabled the writing of a new history of the Mahasabha's activism and of the initiatives taken by poet-activists in founding a new Dalit politics in northern India. I explore the emergence of a Dalit literate public which sustained the activities of the Mahasabha and which responded with enthusiasm to its articulation of the new social identity of Achut (untouched) and a new political identity of Adi-Hindus-original inhabitants of Hindustan (India). Offering a new methodological approach in using mohalla sources and song-booklets composed in praise of liberal institutions, this essay makes a significant contribution to the recovery of a forgotten Dalit public sphere in early twentieth-century India.", - "output": "History", + "input": "Abstract: Background: In China, the prevalence of mental health issues among college students is a significant concern in society. This study aims to investigate the impact of early dietary quality on the psychological well-being of college students and elucidate the underlying mechanisms through which these effects occur, specifically focusing on height and qi-deficiency as mediators according to Chinese traditional medicine (CTM). Methods: A total of 655 college students were surveyed in October 2023 using paper-pencil-based questionnaires at four second-tier universities in Sichuan Province. The assessment included mental health, height, and qi-deficiency. Pearson's correlation and linear regression analyses were employed to examine the mediation model and test the hypotheses. Results: The college students exhibited acceptable levels of early diet quality (M = 3.72) and mental health (M = 3.63), while also presenting mild qi-deficiency symptoms (M = 2.25). Their average height was measured at 164.61 cm. Early diet quality demonstrated significant associations with mental health (r = 0.38, p < 0.01), height (r = 0.32, p < 0.01), and qi-deficiency (r = -0.32, p < 0.01). Mental health displayed correlations with height (r = 0.32, p < 0.01) and qi-deficiency (r = -0.49, p < 0.01). The results of linear regression analyses revealed significant associations between early diet quality and mental health (beta = 0.31, p < 0.01), height (beta = 0.21, p < 0.01), as well as qi-deficiency (beta = -0.26, p < 0.01). Furthermore, when early diet quality was included in the regression model, both height (beta = 0.21, p < 0.01) and qi-deficiency (beta = -0.35, p < 0.01) emerged as significant mediators in the relationship with mental health. Conclusion: The mediation model and hypotheses were strongly supported, demonstrating that early diet quality exerted an influence on the mental health of college students through two distinct pathways: height and qi-deficiency. Moreover, the mediating effect of qi-deficiency was found to be more pronounced than that of height in the relationship between early diet quality and mental health among college students.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: With the increasing prominence of climate and energy issues, enterprises, as the micro-subjects of economic activities, need to pay attention to environmental responsibility to promote sustainable and high-quality economic development. However, one of the crucial controversies is whether enterprises will sacrifice efficiency to fulfill their environmental responsibilities. To try our best to answer the controversy, this paper explores the impact of ESG on total factor productivity and its mechanism. The research conclusion shows that Chinese enterprises fulfilling ESG responsibilities can improve staff efficiency, reduce financing costs, ease financing constraints, and increase innovation investment, thus effectively improving total factor productivity. Compared to non-state-owned enterprises, this effect is more significant in state-owned enterprises. In addition, the promotion of ESG construction on the total factor productivity of enterprises also presents specific acceleration characteristics. This shows that in the socialist market economy environment, there is an obvious social responsibility dividend in the implementation of the ESG concept by Chinese enterprises, which is helpful to enhance their long-term value and realize a win-win of social value and commercial value. The conclusions of this study help deal correctly with the relationship between business value and social value of enterprises and provide inspiration for promoting healthy and sustainable economic development.", - "output": "Philosophy", + "input": "Abstract: Spatial information such as building location and distribution plays an important role in urban dynamic monitoring and urban planning applications. In recent years, deep learning methods have developed rapidly and achieved state-of-the-art performance in building extraction from remote sensing images in a variety of scenarios. However, existing semantic segmentation models pay more attention to global semantic information, emphasize multi-scale feature fusion or set lighter acceptance domains to obtain more global features, and ignore low-level detail features such as edges. Therefore, a new end-to-end deep learning network CEEAU_Net based on encoder-decoder architecture is designed to add edge sensing module and edge feature extraction module to obtain edge feature information of buildings. The Luxian county area of Luzhou City, Sichuan province is selected for building dataset production, which is located in the Longmenshan seismic zone, with many earthquakes of magnitude three or above, and the scene is complex, so a more accurate building extraction method is needed. Comparison experiments are also conducted with several advanced models on two public datasets, WHU building dataset (WHU) and Massachusetts. Selection of multiple indicators for indicator evaluation of results. CEEAU_Net achieves the best results in the metrics of overall accuracy, F1-score, Intersection over Union (IoU) and Mean Intersection over Union (MIoU), which suggests that the method proposed in this paper can effectively improve the accuracy of building extraction.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper advances a version of the theory whereby logic had deep origins in democracy, by re-reading Gorgias' Encomium of Helen. Democracy, 'the government by debate', called political (and scientific) attention to the inferential abilities of citizens and to politicians' ability of taking advantage of them. Sophists, in particular, discovered that people's inferences follow constant repeatable forms, that these forms have impact on choices and decisions concerning public good, and then by dominating them you dominate politics in democracy. With the Encomium Gorgias launched these ideas, so laying the ground for Aristotle's science of deduction.", - "output": "Philosophy", + "input": "Abstract: Elections have consequences for a variety of health care issues.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Posttensioned rocking systems have gained attention, as they limit damage to the primary structure and simplify repairs after extreme events. The literature on posttensioned rocking walls is extensive; however, much of it is focused on numerical modeling and exploration of complex system level behavior. The present paper focuses on an analytical study of the amplitude-dependent frequencies of posttensioned flexible rocking walls. A simplified analytical model is introduced to investigate the interplay between rocking wall deformation and rocking. The study borrows analysis tools from the study of nonlinear normal modes (NNMs) and includes unforced and forced dynamics. A finite element model is also used for comparison with the static and dynamic response from the analytical model. The work shows that the unforced dynamics are able to predict peak response of forced vibration and furthermore illustrate the transition in behavior from fixed-base to flexible rocking walls. In addition, coexisting steady-state solutions were observed from the forced response. The NNMs of flexible rocking walls may aid earthquake/wind engineers in tailoring rocking systems to improve performance in the same way linear modal analysis is used in practice.", - "output": "Economics", + "input": "Abstract: Seeking to add a comparative element to the study of patron-client relations, this article introduces a multidimensional measurement tool for analysing de facto-patron state relations. The tool is used to measure military, political, societal and cultural resource exchange sustaining de facto state patron-client relationships, focusing on the client side of this dyadic relationship as this is where the defining features of patron-client relationships are most evident due to the asymmetry of resources. The study uses original data on Abkhazia, Kosovo, Nagorno-Karabakh, Northern Cyprus, Taiwan, Transnistria and their respective patron states. Comparing their degrees of dependence and differences based on the type of patronage, the article also discusses the merits and shortcomings of the tool, inviting further development.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study investigates whether and how accounting information quality (AIQ) affects innovation quality in emerging markets. Using a dataset of Chinese listed firms from 2009 to 2021, the results show that higher AIQ significantly boosts innovation, and the positive association is more pronounced for invention patents than noninvention patents. Moreover, AIQ improves the innovation efficiency of state-owned enterprises (SOE) more than non-state-owned enterprises (NSOE), whereas AIQ promotes the innovation output of NSOE more than SOE. In SOE, the governance role of AIQ contributes to greater innovation efficiency by monitoring resource allocation, while in NSOE, the implicit contracting role of AIQ motivates innovation efforts by reducing managers' career risks. Further analysis indicates that the positive relation between AIQ and innovation quality is more pronounced for firms with more severe agency conflicts and located in higher intellectual property protection regions. This research contributes to the literature on corporate governance and economic growth by identifying the different roles of AIQ in innovation across firm ownerships in the emerging market.", - "output": "Economics", + "input": "Abstract: An international survey was conducted on the benefits and limitations of accreditation to ISO17025 in forensic science, and how quality management could be improved to reflect the complexities of the end-to-end process. The survey was in response to growing concern within the forensic science community that the standard ISO17025 (and ISO17020), which is the backbone of forensic science accreditation, does not have sufficient depth and reach to properly address the quality of both the inputs (crime scene traces) and outputs (e.g., opinions in a report) of forensic science. The survey was developed around three themes: (1) fitness for purpose, (2) competences and (3) education & training. It targeted directors and senior managers, including quality managers, of forensic science laboratories/facilities. The survey was developed by the research team and disseminated with the cooperation of the International Forensic Strategic Alliance (IFSA) and six regional Networks: the American Society of Crime Laboratory Directors (ASCLD), the European Network of Forensic Science institutes (ENFSI), the Australian and New Zealand Forensic Executive Committee (ANZFEC) (formerly SMANZFL), Acadamia Iberoamericana de Criminalistica Estudios Forenses (AICEF), Asian Forensic Sciences Network (AFSN) and Southern Africa Regional Forensic Science Network (SARFS). What emerged for each of the three themes of the survey are areas of concern where the forensic science community should reconsider its approach to quality management if it is to have continuing value and relevance into the future. The results are evaluated and discussed. Briefly, the results include evidence of a lack of fitness for purpose of ISO17025 as a standard for the forensic science continuum, a lack of agreement on what forensic science is and poor levels of recognition of crime scene investigation, many competences, particularly cognitive competences, are not identified, monitored or assessed and the incentive to gain accreditation and maintain continuous improvement is intrinsic rather than customer driven.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Rationale: Particulate matter (PM) exposure exacerbates health outcomes by causing lung damage. Objectives: To investigate whether prior exposure to particulate matter \u2a7d10 mum and \u2a7d2.5 mum in aerodynamic diameter (PM10 and PM2.5) was associated with clinical outcomes among patients with coronavirus disease (COVID-19). Methods: Data from the nationwide registration database of the National Health Insurance and Korea Disease Control and Prevention Agency in South Korea were used. The study included adult patients who were admitted to monitoring centers or hospitals between October 8, 2020 and December 31, 2021, after COVID-19 confirmation. AirKOREA database, which compiles air pollutant data from 642 stations in 162 cities and counties across South Korea, was used to extract data on PM levels. Average values of monthly exposure to PM10 and PM2.5 from the year previous to hospital admission because of COVID-19 to the date of confirmation of COVID-19 were calculated and used to define PM exposures of patients with COVID-19. Results: In total, 322,289 patients with COVID-19 were included, and 4,633 (1.4%) died during hospitalization. After adjusting for covariates, a 1-mug/m3 increase in PM10 and PM2.5 exposure was associated with 4% (odds ratio [OR], 1.04; 95% confidence interval [CI], 1.03-1.05; P<0.001) and 6% (OR, 1.06; 95% CI, 1.04-1.07; P<0.001) increase in the risk of in-hospital mortality, respectively. In addition, a 1-mug/m3 increase in PM10 and PM2.5 was associated with 5% (OR, 1.05; 95% CI, 1.04-1.07; P<0.001) and 8% (OR, 1.08; 95% CI, 1.06-1.10; P<0.001) increase in the risks of requiring intensive care unit (ICU) admission and mechanical ventilation, respectively. Conclusions: PM10 and PM2.5 exposure was associated with increased in-hospital mortality and the need for ICU admission and mechanical ventilation among patients with COVID-19 in South Korea.", + "input": "Abstract: In the last decade, novel agents such as BTK and BCL-2 inhibitors have revolutionized treatment of CLL/SLL, with clinical trials showing improved overall survival compared to chemotherapeutic agents. However, studies examining whether they have improved overall survival at the population level are lacking. We evaluated this by conducting a retrospective analysis of CLL/SLL patients registered in the National Cancer Institute's surveillance epidemiology and end results (SEER) database, analyzing overall survival (OS) in periods pre- and post-availability of novel agents, along with demographic information. Our results showed that median OS significantly improved over time [7.8 years (2000-2005), 9.1 years (2006-2013), and not reached (2014-2018) (p < 0.001)]. Compared to diagnosis in 2014-2018, diagnosis in earlier periods was associated with higher mortality risk (2000-2005-HR 1.32, 95 % CI 1.28-1.37, p < 0.001: 2006-2013-HR 1.09, 95 % CI 1.06-1.13, p < 0.001). Lower mortality risk was seen in patients age < 85 years whereas median household income of <$75000 was associated with higher mortality. Our study provides real-world data suggesting a possible multifactorial contribution to improvement in survival, including availability of novel agents, better monitoring, and supportive care. They also show discrepancies in overall survival for CLL/SLL patients due to socioeconomic status and demographic factors.", "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Over the past few decades, people in Saudi Arabia have become less inclined to adopt active lifestyles and healthy eating habits due to the increasing use of digital technologies such as social media. The objective of this online-based cross-sectional study was to assess the role of social media food advertisements and physical activity on eating behaviors among the general population in Saudi Arabia (n = 471). Data were collected through a structured questionnaire, which consisted of four parts: (i) sociodemographic information, (ii) attitude towards social media, (iii) eating behaviors-related information, and (iv) exposure to and engagement with social media advertisements. The study's outcome variable, eating behaviors (healthy vs. unhealthy), was assessed using the following question: Are you on a healthy diet (such as a balanced diet, keto, or low carb)? A multiple binary logistic regression analysis was performed to investigate the factors that influence unhealthy eating behaviors. Approximately 79.6% of the participants had unhealthy eating behaviors. Participants who were not involved in daily physical activity were more likely to have unhealthy eating behaviors compared to their counterparts (adjusted odds ratio, AOR = 4.86). Participants who watched food ads on social media channels 1-3 times a week (AOR = 2.58) or daily (AOR = 3.49) were more likely to have unhealthy eating behaviors than their counterparts. Participants whose appetite to try foods increases always (AOR = 1.42) or usually (AOR = 2.88) after viewing ads on social media were more likely to have unhealthy eating behaviors. These findings suggest that policymakers should take immediate action to regulate food advertising policy to promote a healthy food environment across the country. Saudis should be encouraged to engage in more physical activity, which could support the maintenance of healthy eating patterns and lifestyles.", - "output": "Communication", + "input": "Abstract: It is difficult to advance the ESG agenda using company law, especially in common law legal systems. Cases show that directors' duties require directors to prioritise the 'interests of the company', which is equated with 'shareholders' interests as a whole', whether under the traditional common law or, for the UK, under the codified section 172 of the Companies Act 2006. In addition, when determining if directors have acted in the interests of the company, judges typically decline to examine the merits of a business decision, focusing instead on the decision-making process. What this means is that even if directors must take ESG considerations into account, courts have held that the duty to act in the company's best interests does not impose a positive duty for directors to adopt aggressive ESG focused strategies. We argue that this has always been and should continue to be the correct judicial approach.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Lead white (basic lead carbonate), before its effective ban in much of Europe from 1989 onwards, was among the most versatile and widespread but also one of the most harmful pigments available. This paper is a critical discussion of the regulation of lead white paint and its consequences from the point of view of conservation and artistic practice in Europe. It looks at who benefited from exemptions to bans, and whether there was resistance to them. Buildings and artworks are both taken into account. The paper discusses nuances in regulation in four European countries which have notable differences in approach (France, Austria, Germany, and the United Kingdom). The centralised regulatory framework of the United Kingdom allows data analysis on the authorised use of the paint since its restriction up to the present day. This dataset shows a steady decrease in the use of the paint by conservators across disciplines. The paper concludes by considering the professional and ethical implications of lead white paint for artists and conservators, in the context of varied regulation and a decline in use.", - "output": "Art", + "input": "Abstract: I present an account of epistemic autonomy as a distinctively wide-ranging epistemic virtue, one that helps us to understand a range of phenomena that might otherwise seem quite disparate - from the appropriate selection of epistemic methods, stances and topics of inquiry, to the harms of epistemic oppression, gaslighting and related phenomena. The account draws on four elements commonly incorporated into accounts of personal autonomy: (i) self-governance, (ii) authenticity, (iii) self-creation and (iv) independence. I further argue that for a distinctively epistemic virtue of autonomy; the above elements must ultimately reliably lead to valuable epistemic goods (for the agent herself and others). I then turn to the domains or ways in which epistemic autonomy so understood, can be made manifest. I suggest that epistemic autonomy is a virtue that allows us to appropriately choose (i) subject matters and areas of inquiry, (ii) methods, sources, and processes of belief formation, (iii) epistemic goals and (iv) epistemic stances or frameworks. So understood, epistemic autonomy has a role to play in shaping most every aspect of our epistemic lives.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: This study investigates the incidence of ocular involvement in Kawasaki disease (KD) and evaluates the relationship between ocular manifestations, laboratory findings, echocardiographic findings, and intravenous immunoglobulin (IVIG) resistance.METHODS: We conducted a cross-sectional study with 58 KD patients from June 2021 to March 2023. For all patients, a complete ophthalmologic examination and echocardiography were performed in the acute phase before starting the treatment. We analyzed the age, sex, mean of white blood cell (WBC) count, platelet count, erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), levels of alanine aminotransferase (ALT) and aspartate aminotransferase (AST), echocardiographic findings and IVIG responses for all patients and compared the group with ocular involvement with the group without involvement.RESULTS: The incidence of bilateral acute conjunctivitis was 70.7%, while that of acute uveitis was 30%. Patients with uveitis had significantly higher rates of Coronary artery dilatation and IVIG resistance, as well as higher mean levels of WBC, platelet, and CRP compared to those without uveitis. (P<0.05). Additionally, the age of patients with uveitis involvement was lower than those without involvement. No significant relationships existed between ESR, AST, or ALT values and uveitis (P>0.05). Furthermore, no significant correlations existed between any examined items and acute bilateral conjunctivitis.CONCLUSION: Uveitis in KD is significantly associated with coronary artery dilatation, IVIG resistance, higher WBC count, platelet count, and CRP level.", - "output": "Demography", + "input": "Abstract: Particulate of diameter <= 1 mu m (PM1) presents a novel risk factor of adverse health effects. Nevertheless, the association of PM1 with the risk of chronic kidney disease (CKD) in the general population is not well understood, particularly in regions with high PM1 levels like China. Based on a nationwide representative survey involving 47,204 adults and multi-source ambient air pollution inversion data, the present study evaluated the association of PM1 with CKD prevalence in China. The two-year average PM1, particulate of diameter <= 2.5 mu m (PM2.5), and PM1-2.5 values were accessed using a satellite-based random forest approach. CKD was defined as estimated glomerular filtration rate < 60 ml/min/1.73 m(2) or albuminuria. The results suggested that a 10 mu g/m(3) rise in PM1 was related to a higher CKD risk (odds ratio [OR], 1.13; 95% confidence interval [CI] 1.08-1.18) and albuminuria (OR, 1.11; 95% CI, 1.05-1.17). The association between PM1 and CKD was more evident among urban populations, older adults, and those without comorbidities such as diabetes or hypertension. Every 1% increase in the PM1/PM2.5 ratio was related to the prevalence of CKD (OR, 1.03; 95% CI, 1.03-1.04), but no significant relationship was found for PM1-2.5. In conclusion, the present study demonstrated long-term exposure to PM1 was associated with an increased risk of CKD in the general population and PM1 might play a leading role in the observed relationship of PM2.5 with the risk of CKD. These findings provide crucial evidence for developing air pollution control strategies to reduce the burden of CKD.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Urbanization and climate change exacerbate groundwater overexploitation and urban flooding. The infiltration basin plays a significant role in protecting groundwater resources because it is a prevalent technology of managed aquifer recharge. It could also be utilized as a retention pond to mitigate city waterlogging. The goal of this study was to explore the offsets of artificial recharge on the extra runoff induced by urbanization and extreme storms via infiltration basins. To achieve this objective, a lumped infiltration basin module was developed and integrated into a semi-distributed hydrologic model. Then, the enhanced model was applied to an agriculture watershed with urban areas. Finally, the functionalities of the infiltration basins were evaluated under the scenarios of the predicted urbanization and extreme storms. The results demonstrated the capability of the infiltration basins to influence both artificial recharge and flood mitigation. To mitigate floods, especially peak flows, larger areas are needed for infiltration basins than for artificial recharge purposes only. Based on different demands, the intermittent regulation of infiltration basins according to different hydrologic periods is recommended. The offsets of artificial recharge on the extra surface runoff provide insight into the comprehensive preservation and management of surface water resources and groundwater resources.", - "output": "Geography", + "input": "Abstract: Economists ignore caring labor since most is provided unpaid. Disregard is unjust, theoretically indefensible, and probably misleading. Valuation requires estimates of time spent and the replacement or opportunity costs of that time. I use the maintenance costs of British workers, costs which cover both the material inputs into upkeep and the domestic services needed to turn commodities into livings, to isolate the costs of paid domestic labor. I then impute the value of unpaid domestic labor from these market equivalents, and aggregate across households without domestic servants. Historically, unpaid domestic labor represented c. 20 percent of total income, a contribution that suggests the need to revise some standard narratives.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The spatial deployment of urban public electric vehicle charging stations (PEVCSs) plays a pivotal role in the widespread adoption of electric vehicles (EVs). However, with the rapid advancements in EV technology and battery capabilities, substantial improvements in both range and charging efficiency have emerged and are expected to continue experiencing sustained growth. This situation underscores the urgent necessity of establishing dynamic metrics to reconsider the existing static charging infrastructure, aiming to ameliorate the current severe spatial imbalances and supply-demand disparities encountered in the deployment of PEVCSs. In this study, we harnessed and analyzed 84,152 sets of authentic data, fine-tuned through geospatial-aggregation technology, and ensured anonymity. Our findings bridged users' residential and occupational patterns with their charging propensities. Comparing these with the spatial distribution of current charging stations revealed that Beijing and Shenzhen's infrastructure aligned with the cities' economic, educational, and residential zones, epitomizing a synergy in provisioning. However, certain areas experienced either a demand-supply imbalance or an oversupply. To address these challenges, we introduced the Charging Access Reachability Index (CARI) using machine learning techniques. This dynamic metric serves as a tool for quantifying the effective coverage range of charging facilities. Its adaptive threshold holds potential as a crucial indicator enabling the dynamic transition towards more efficient and resilient charging infrastructure.", - "output": "Geography", + "input": "Abstract: Outcomes after lung transplantation (LTx) remain poor, despite advances in sequencing technology and development of algorithms defining immunologic compatibility. Presently, there is no consensus regarding the best approach to define human leukocyte antigen (HLA) compatibility in LTx. In this study, we compared 5 different HLA compatibility tools in a high-resolution HLA-typed, clinically characterized cohort, to determine which approach predicts outcomes after LTx. In this retrospective single-center study, 277 donor-recipient transplant pairs were HLA-typed using next generation sequencing. HLA compatibility was defined using HLAMatchmaker, HLA epitope mismatch algorithm (HLA-EMMA), predicted indirectly recognizable HLA epitopes (PIRCHE), electrostatic mismatch score (EMS), and amino acid mismatches (AAMMs). Associations with HLA mismatching and survival, chronic lung allograft dysfunction (CLAD), and anti-HLA donor-specific antibody (DSA) were calculated using adjusted Cox proportional modeling. Lower HLA class II mismatching was associated with improved survival as defined by HLAMatchmaker (P < .01), HLA-EMMA (P < .05), PIRCHE (P < .05), EMS (P < .001), and AAMM (P < .01). All approaches demonstrated that HLA-DRB1345 matching was associated with freedom from restrictive allograft syndrome and HLA-DQ matching with reduced DSA development. Reducing the level of HLA mismatching, in T cell or B cell epitopes, electrostatic differences, or amino acid, can improve outcomes after LTx and potentially guide immunosuppression strategies.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PurposeMany studies have investigated dynamic positions and their importance, but there is less attention paid to how to enter more central positions. Interorganizational relationships are an important factor in network structural change. In Chinese society, firms allocate significant human, financial and material resources towards cultivating guanxi. The purpose of this study is to explore whether and how the three aspects of guanxi, namely renqing, ganqing and xinyong, can make firms more central, and to examine the mediating role of interaction.Design/methodology/approachThe study used a mixed method to collect data from 256 Chinese Cops (complex product systems) firms. And, hypotheses were tested using SPSS 25.0 and AMOS 26.0.FindingsThe results indicate that renqing, ganqing and xinyong have significant positive effects on the increase in centrality, but with varying magnitudes. Additionally, the interaction was found to mediate the relationship between the three aspects of guanxi (renqing, ganqing and xinyong) and the increase in centrality.Originality/valueThe study provides new insights to help firms become more central by combining guanxi (renqing, ganqing and xinyong) with change in centrality, enriching the literature on network dynamics and guanxi-related research. Moreover, the study provides managers with a clear understanding of how to use guanxi to make the firm more central in situations with limited resources.", - "output": "Economics", + "input": "Abstract: The processes of long-term urbanization in southern Mesopotamia are still insufficiently investigated, even though recent studies using large datasets and focusing on neighboring regions have paved the way to understanding the critical role of multiple variables in the shaping of settlement strategies by ancient human societies, among which climate change played an important role. In this paper, we tackle these issues by analyzing, within the new FloodPlains Web GIS project, a conspicuous amount of archaeological evidence collected over the past decades at approximately 5000 sites in southern Mesopotamia. We have measured modifications over time in a variety of demographic proxies generated through probabilistic approaches: our results show that the rapid climate changes, especially those that occurred around 5.2, 4.2, and 3.2 ka BP, may have contributed-in addition to other socioeconomic factors-to triggering the main urban and demographic cycles in southern Mesopotamia and that each cycle is characterized by specific settlement strategies in terms of the distribution and the dimension of the urban centers.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Tumor metastasis and recurrence are principal reasons for the high mortality and poor prognosis of cancers. Inefficient engagement between T cell and tumor cell, as well as the universal existence of immune checkpoints, are important factors to the limited immunological surveillance of the immune systems to tumor cells. Herein, an immune engager based on engineered platelets with CD3 antibody modification (P-aCD3) was constructed to facilitate the contact between T cell and tumor cell via providing the anchoring sites of above two cells. Combined with the immune checkpoint blockade strategy, P-aCD3 effectively enhanced T cell mediated cytotoxicity and inhibited tumor recurrence and metastasis in mice melanoma postoperative model and breast cancer model, resulting in significantly prolonged survival of mice.", - "output": "Philosophy", + "input": "Abstract: Background The prevalence of depression in medical students was greater than in the general population. Knowing of predictive factors for depression among medical students is useful. The objectives of this study included the assessment of personality traits as well as the association between the personality traits and the presence of symptoms of depression, and suicidal ideation among medical students covering several regions of Thailand.Methods From April to July 2023, a cross-section study was conducted. The participants included first to sixth-year medical students studying at three Faculties of Medicine in Thailand; Prince of Songkla University; Ramathibodi Hospital, Mahidol University; and Chiang Mai University. Using the online process, the questionnaires were composed of three sections; demographic data; the International Personality Item Pool-NEO (IPIP-NEO), Thai version; and the Patient Health Questionnaire-9 (PHQ-9), Thai version. Demographics, personality traits, depression, and suicidal ideation were analyzed using descriptive statistics. The results were presented as frequency, mean, and standard deviation (SD) or median and interquartile range (IQR). The association between independent variables and the presence of depression was identified using binary logistic regression analysis, and the association with suicidal ideation was identified using ordinal logistic regression analysis.Results The 868 medical students participated in this study. Most of them were female (63.5%), Buddhist (82.0%), and first-year medical students (31.8%). The mean age (SD) was 20.8 (2.2) years, and the mean cumulative Grade Point Average (SD) was 3.5 (0.4). They reported the median (IQR) score of PHQ-9 as 6.0 (3.0-9.0), 238 participants (27.4%) presented with depression, and 138 (15.9%) participants reported suicidal ideation. According to the IPIP-NEO, participants with depression or suicidal ideation had higher Neuroticism scores and lower Extraversion, Agreeableness, and Conscientiousness scores compared to those without such issues. An increase in the Neuroticism score was linked to higher odds of depression, while an increase in the Conscientiousness score was associated with lower odds of depression. Suicidal ideation significantly increased with higher Neuroticism scores and the presence of a psychiatric illness.Conclusions More than a quarter of Thai medical students reported depression. A higher Neuroticism and lower Extraversion, Agreeableness, and Conscientiousness scores related to depression. Therefore, medical schools may benefit from knowing medical students' personality traits, to identify coping mechanisms and predict those at a higher risk of developing depression in the future.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This article tells the story of an ambitious attempt to establish a general orientalist library in Damascus during the First World War. The entrepreneur of this project was David Yellin, a Jewish intellectual from Jerusalem who was deported to Damascus in 1917 by Ahmed Cemal Pasha. The library was not completed, but its plan and the description of the process in David Yellin's letters supply us with a glimpse into a network whose story was never told. Yellin's collaboration with Damascene intellectuals such as Muhammad Kurd Modified Letter Turned CommaAli was part of Cemal Pasha's amalgamation of networks in Greater Syria. As demonstrated, the library was part of the Ottoman efforts to prevent the trafficking of cultural treasures from the Middle East to Europe. Yellin, a Zionist, a Hebrew and Arab linguist, and a member of the CUP, tried to take it even to a higher level: constructing a centre of orientalist education to flip knowledge transfer from West-East to East-West. This article draws centrally upon the plan of the library, David Yellin's letters, and other relevant documents from the Ottoman Archive, Damascene journals, and memoirs of professionals who served in Damascus in the First World War.", - "output": "History", + "input": "Abstract: High elevation headwater catchments are complex hydrological systems that seasonally buffer water and release it in the form of snow and ice melt, modulating downstream runoff regimes and water availability. In High Mountain Asia (HMA), where a wide range of climates from semi-arid to monsoonal exist, the importance of the cryospheric contributions to the water budget varies with the amount and seasonal distribution of precipitation. Losses due to evapotranspiration and sublimation are to date largely unquantified components of the water budget in such catchments, although they can be comparable in magnitude to glacier melt contributions to streamflow. Here, we simulate the hydrology of three high elevation headwater catchments in distinct climates in HMA over 10 years using an ecohydrological model geared towards high-mountain areas including snow and glaciers, forced with reanalysis data. Our results show that evapotranspiration and sublimation together are most important at the semi-arid site, Kyzylsu, on the northernmost slopes of the Pamir mountain range. Here, the evaporative loss amounts to 28% of the water throughput, which we define as the total water added to, or removed from the water balance within a year. In comparison, evaporative losses are 19% at the Central Himalayan site Langtang and 13% at the wettest site, 24 K, on the Southeastern Tibetan Plateau. At the three sites, respectively, sublimation removes 15%, 13% and 6% of snowfall, while evapotranspiration removes the equivalent of 76%, 28% and 19% of rainfall. In absolute terms, and across a comparable elevation range, the highest ET flux is 413 mm yr-1 at 24 K, while the highest sublimation flux is 91 mm yr-1 at Kyzylsu. During warm and dry years, glacier melt was found to only partially compensate for the annual supply deficit.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Health impact assessments have estimated substantial health co-benefits of climate change mitigation strategies due to reductions in air pollution in the US; however, few studies have considered children's health impacts and related equity implications. We estimated the potential health co-benefits to children related to improved air quality associated with various emissions cap and investment scenarios for the transportation sector in the Northeastern and Mid-Atlantic US proposed under the Transportation and Climate Initiative (TCI). We modeled changes in ambient fine particulate matter and nitrogen dioxide between 2022 and 2032 associated with on-road transportation sector emissions under nine hypothetical carbon dioxide (CO2) emissions cap and investment scenarios proposed under TCI using the Community Multiscale Air Quality (CMAQ) model version 5.2. We estimated potential health co-benefits for adverse birth and pediatric respiratory and neurodevelopmental outcomes using an expanded version of the Environmental Benefits Mapping and Analysis Program, known as BenMAPR. We also examined impacts on pediatric asthma exacerbations across racial/ethnic groups. We found that health benefits to children increased as the CO2 emission caps became more ambitious. The combination of the highest emissions cap (25%) and the investment scenario which prioritized public transit improvement (Diversified strategy) conferred the greatest children's health benefits for the majority of health outcomes considered, resulting in approximately $82 million per year in economic savings. Assessment of the distribution of avoided pediatric asthma exacerbations showed benefits across all racial and ethnic groups, with a slightly greater reduction in cases for non-White populations. Decarbonization policies in the transportation sector in the Eastern US have the potential to provide important air quality and pediatric health co-benefits.", - "output": "Law", + "input": "Abstract: Following the development of modern genome sequencing technologies, the investigation of museum osteological finds is increasingly informative and popular. Viable protocols to help preserve these collections from exceedingly invasive analyses, would allow greater access to the specimens for scientific research. The main aim of this work is to survey skeletal tissues, specifically petrous bones and roots of teeth, using infrared spectroscopy as a prescreening method to assess the bone quality for molecular analyses. This approach could overcome the major problem of identifying useful genetic material in archaeological bone collections without resorting to demanding, time consuming and expensive laboratory studies. A minimally invasive sampling of archaeological bones was developed and bone structural and compositional changes were examined, linking isotopic and genetic data to infrared spectra. The predictive model based on Infrared parameters is effective in determining the occurrence of ancient DNA (aDNA); however, the quality/quantity of aDNA cannot be determined because of the influence of environmental and local factors experienced by the examined bones during the burial period.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Image captioning (IC), bringing vision to language, has drawn extensive attention. A crucial aspect of IC is the accurate depiction of visual relations among image objects. Visual relations encompass two primary facets: content relations and structural relations. Content relations, which comprise geometric positions content (i.e., distances and sizes) and semantic interactions content (i.e., actions and possessives), unveil the mutual correlations between objects. In contrast, structural relations pertain to the topological connectivity of object regions. Existing Transformer-based methods typically resort to geometric positions to enhance the visual relations, yet only using the shallow geometric content is unable to precisely cover actional content correlations and structural connection relations. In this article, we adopt a comprehensive perspective to examine the correlations between objects, incorporating both content relations (i.e., geometric and semantic relations) and structural relations, with the aim of generating plausible captions. To achieve this, first, we construct a geometric graph from bounding box features and a semantic graph from the scene graph parser to model the content relations. Innovatively, we construct a topology graph that amalgamates the sparsity characteristics of the geometric and semantic graphs, enabling the representation of image structural relations. Second, we propose a novel unified approach to enrich image relation representations by integrating semantic, geometric, and structural relations into self-attention. Finally, in the language decoding stage, we further leverage the semantic relation as prior knowledge to generate accurate words. Extensive experiments on MS-COCO dataset demonstrate the effectiveness of our model, with improvements of CIDEr from 128.6% to 136.6%. Codes have been released at https://github.com/CrossmodalGroup/ER-SAN/tree/main/VG-Cap.", - "output": "Communication", + "input": "Abstract: I discuss a contemporary solution to the dynamic problem of old evidence (POE), as proposed by Sprenger. Sprenger's solution combines the Garber-Jeffrey-Niiniluoto (GJN) approach with Howson's suggestion of counterfactually removing the old evidence from scientists' belief systems. I argue that in the dynamic POE, the challenge is to explain how an insight under beliefs in which the old evidence E is known increased the credence of a scientific hypothesis. Therefore, Sprenger's counterfactual solution, in which E has been artificially removed, does not resolve the problem. I consider several potential responses.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The scientific tradition in marketing research has alienated marketing practitioners from academics. As a counterpoint, we argue that theory from the humanities, especially theatre and drama studies, can provide meaningful insights into consumer culture. Inspired by the Theatre of the Absurd, we develop four absurd prompts present in consumer culture: menace, aphasia, parody, and frustration. Taken together, these prompts amount to an absurd condition, a hall of mirrors, in which consumers inevitably find themselves. While the market promises different ways out of this condition, through manners, speech, sincerity, and attainment, we argue that these promises remain empty, amounting only to absurd inversions leading to new halls of mirrors. Through the lens of the Theatre of the Absurd, we map such promises of inversions and their implications for marketing theory.", - "output": "Economics", + "input": "Abstract: This study examined journalists' perceptions on the transition from traditional newspapers to digital reporting in Tanzania. The purpose is to investigate how the transition is shaping journalism practice as it relates to market models, audience engagement and ethics. Interviews with 47 newspaper journalists reveal that the shift to digital reporting result in increased readership, audience engagement, advertising revenue and ethical practices. Furthermore, the transition minimises the risk of corruption among journalists, particularly brown envelope journalism. Such findings have implications in terms of the need for media scholars to broaden their scope to fundamentally understand how newspapers in Africa need to engage audiences ethically.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper discusses recent archaeological fieldwork conducted at El Castillejo, a medieval Islamic settlement in Los Guajares, Granada, southern Spain. Results from combined archaeological excavation and archaeoseismological assessment of standing structures suggest that the site was affected by a destructive earthquake during its occupation. Radiocarbon samples and OSL analysis point to a seismic event in the period CE 1224-1266. The earthquake occurred within an area marked by a 'seismological gap' in terms of historic seismicity and the causative fault has been tentatively identified in the Niguelas-Padul Fault System which lies north of the settlement. This event is not recorded by national or European seismic catalogues and represents the oldest historic earthquake in the Granada area. Our work stresses the significant impact that targeted archaeological investigations can generate in our understanding of the local historic seismicity, thus providing clear implications for seismic disaster prevention and reduction.", - "output": "Archaeology", + "input": "Abstract: The article seeks to fill a gap in existing scholarship on explicit and implicit linguistic, ethnic, and national classifications in Habsburg schools and their effects. It attempts to reconstruct the classifications that appeared in textbooks and other teaching materials as well as in daily practice, pupils' exposure to them, and their engagement with these categories. Temporally, the study begins with the establishment of compulsory education (1774) and ends in the revolutionary period of 1848-49 and focuses on the Slavophone population of the Habsburg crownlands Carniola, Carinthia, Styria, and the Austrian Littoral. Our research suggests that systematic and uniform classification schemes were not yet in place in the school environment in the period under review. As a result, the influence of classificatory systems on identifications was limited. If anything, the schools inadvertently reproduced existing local and provincial identifications while the students' limited internalization of emerging transregional identifications only happened through their personal relationships with a few teachers and peers. The transition from familiarization with emerging transregional ethnolinguistic identifications through personal networks to the systemic (and often completely unintentional) reproduction of nationalist ideology happened only after 1848.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The 15 T DC magnet is one of the key components of Super-X testing facility. The magnetic field configuration and uniformity depend on the shape accuracy of the background coil. There are 31 radial turns of the coil. Tension-free bending analysis for the coil turns with specific radii was carried out. The pressing distance of the pressing wheel for turns bending has been obtained. The reliability of the finite element model is verified by comparing calculated tension-free specific radii with the experimental results of a tension free bending test. It provides the technical parameters support for the tension-free bending of background coil.", - "output": "Economics", + "input": "Abstract: Election campaigns are a critical component of democratic competition, and existing literature has extensively discussed the rise in personalization and localization in recent campaigns. However, the extent to which campaign strategies influence electoral success remains controversial. Therefore, our study examined the impact of candidate - and constituency-centred campaigns on nominal and party-list votes in mixed-member electoral systems and investigated which strategies were most effective on election day. Our analysis draws on representative national candidate surveys for German federal elections in 2009, 2013, and 2017. Our findings indicate that personalized campaign communication significantly affects electoral success, with greater emphasis on the candidate than the party, resulting in increased nominal votes. Our results also suggest that parties benefit from personalized campaigns as they increase party-list votes as well. However, neither localized campaign issues nor candidate-centred campaign organization pay off in electoral terms. Furthermore, candidates' party affiliation significantly influences electoral success, demonstrating the continued relevance of parties to campaign dynamics and electoral outcomes.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In Australia as elsewhere in the world, coastal archaeological sites are increasingly threatened by rising seas and changing storm patterns, along with encroaching human activities. Understanding the geomorphological context is key to understanding the positioning of archaeological deposits in or on coastal landforms, their vulnerability to erosion and their resilience and capacity for longer-term management and preservation. Here we review the dynamics of beach-barrier systems to contextualise the potential of archaeological deposits to survive erosional processes, especially those associated with current and anticipated impacts of climate change. In doing so, we outline a practical logic for zoning coastal landforms and processes by their proclivity to either erode or preserve archaeological deposits, to assist in the planning of management agendas. It is the sediment budgets and how they change in relation to variation in sea level that fundamentally determine the potential preservation of archaeological deposits in coastal beach-barrier environments. We advocate close transdisciplinary collaboration between archaeology, geomorphology and site managers (i.e. Traditional Owners and land-and-sea management agencies) to better understand the wider landscape dynamics of coastal archaeological sites and landscapes.", - "output": "Archaeology", + "input": "Abstract: During colonial times, dioramas were commonly used to portray the diverse peoples of India. They depicted essentialised human types through plaster models in rural settings, engaged in typical activities, and dated back to the exhibition of human beings in universal expositions held in Calcutta, Delhi and London. Since Independence, there have been determined efforts to move away from colonial stereotypes and to decolonise government-funded museums in India. Meanwhile, Adivasi artists are finding their own way out of the curatorial confines of the museum. This paper describes how Indian museology still struggles to exorcise the ghosts of the Victorian museum and India's own internal colonialism.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Historical heritage is demanding robust pipelines for preserving, enhancing, and disseminating its prominent value. Semantic segmentation of 3D Point Clouds has gained increasing attention over the years, since it might assist in automati -cally recognizing historical architectural elements, thus facilitating large dataset management. Nonetheless, semantic segmentation is particularly challenging in Cultural Heritage (CH) domain, due to the shapes complexity and the limited repeatability of elements across different architectures, which strengthens the difficulty to define common patterns within the same class of elements. Besides, as Deep Neural Networks demand an appreciably amount of labelled data to be trained, the lack of available annotated heritage point clouds prevent the research in this direction. To tackle these issues, in this paper it is proposed a Deep Learning system able to recognize historical building elements by lever -aging synthetic point cloud. The generation of the 3D models, vaults, is based on a procedural modeling approach that follows the ideal shapes, according to the rules of descriptive geometry for the main types of vaults. The approach has been applied to a newly synthetic dataset which is publicly available. This dataset comprises 6 labelled points clouds, derived from a comprehensive on -tological taxonomy in order to describe an univocal and robust architectural hierarchy: barrel vaults, groined vaults, mirror vaults, barrel vaults with clois -ter heads and lunettes, barrel vaults with lunettes, sail vaults. The experiments yield high accuracy, demonstrating the effectiveness and suitability of the pro -posed approach.", - "output": "Art", + "input": "Abstract: From the Pueblo I to the Late Pueblo III periods (725-1280 CE), in the Mesa Verde and McElmo Dome regions of the American Southwest, turkey use continuously increased, then declined during the final period of widespread residential occupation in the region. Increasing aridity in the Late PIII period may have limited agricultural productivity, and consequently, the ability to provision turkeys. In this paper, we use C, Sr, and O isotope analyses of turkey bone (n = 95) from archaeological contexts to investigate whether the turkey diets and the locations where they were raised changed over time as a consequence of demographic and social changes in the region. Our results show that almost all turkeys were raised by Puebloan maize farmers in or in the vicinity of the McElmo Dome region and fed a C4-based diet, presumably dominated by maize, during the whole period under study. However, it seems that they were fed less maize during the late thirteenth century. Perhaps facing lower yield harvests, maize was prioritized for human consumption, which resulted in less intensified turkey production efforts and reduced investment in maize-provisioned flocks. Our results also attest to the occasional use of local (likely wild) turkeys not provisioned with maize, and one wild turkey brought in from a more distant area.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Since the launch of the Belt and Road Initiative, many studies have analysed Beijing's geoeconomic diplomacy. However, analysis has principally focused on the investment and financial aspects, ignoring the strategic dimensions of military technology exports and the means of financing them. This paper seeks to fill this scholarship gap by critically exploring Chinese defence countertrade deals, especially barter and offset, as a component of geoeconomic diplomacy. The findings suggest that while China's geoeconomic diplomacy reflects traditional Western mercantilist goals, it also displays uniquely Chinese characteristics.", - "output": "Law", + "input": "Abstract: This paper explores mechanical stress in the Hellenistic/early Roman community of Menainon (Sicily) to test the existence of sex-based division of labor. For this purpose, human skeletal remains from 79 males and 65 females, dating to the 4th-1st ca. BCE, were examined for degenerative joint disease, intervertebral disc disease, cross-sectional geometric properties, and entheseal changes. Our findings support an equal share of workload between males and females, who appeared to have experienced similar mechanical stress levels. In contrast, they do not support a systematically greater mechanical load among males, as would have been expected if females had been restricted indoors taking care of domestic tasks only, while men had dealt with most physically demanding outdoor activities. The patterns identified in the current study agree with a scenario where agriculture was a prominent subsistence activity (as attested historically for this region) and most members of this rural community engaged in agricultural tasks irrespective of sex. Our study has limitations regarding the available historical and archaeological information, which restrict our ability to formulate solid research hypotheses or fully contextualize the bioarchaeological results. Nonetheless, it does highlight the importance of critically assessing historical information regarding the role of men and women in the Greco-Roman society.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Medical education in the US has contributed to institutionalized racism through historically exclusionary practices, which has led to health disparities and inequities in health care today. The 1910 Flexner report, which favored schools with greater resources, led to the closure of nearly half of medical schools in the Us, which were mostly small schools located in rural communities that served economically disadvantaged, ethnic minority, and female populations. Closing these schools ultimately limited the availability of physicians willing to serve disadvantaged and minority populations in impoverished and underserved communities. In order to transform medical education to be more equitable, medical schools must be proactive in opportunity, diversity, and equity efforts. This not only includes efforts in admissions and faculty hiring, but also curricula related to social and health disparities, interracial interactions between students and faculty, and service learning activities that engage and work with marginalized communities. The University of Hawai'i John A. Burns School of Medicine has a longstanding commitment to diversity, which is integral to the school's mission. Providing opportunities to underserved populations has been a priority since establishment of the school. As one of the most diverse univeristies in the US, the school of medicine continues to focus on opportunity, diversity, and equity priorities in both its strategic planning and overall mission.", - "output": "Education", + "input": "Abstract: OBJECTIVES: To describe the epidemiological characteristics of pediatric sepsis in Southwest China PICUs.DESIGN: A prospective, multicenter, and observational study.SETTING: Twelve PICUs in Southwest China.PATIENTS: The patients admitted to the PICU from April 1, 2022, to March 31, 2023. The age ranged from 28 days to 18 years. All patients met the criteria of severe sepsis or septic shock.INTERVENTIONS: None.MEASUREMENTS AND MAIN RESULTS: Of the 31 PICUs invited to participate, 12 PICUs (capacity of 292 beds) enrolled patients in the study. During the study period, 11,238 children were admitted to the participating PICUs, 367 (3.3%) of whom met the diagnosis of severe sepsis or septic shock. The most prevalent sites of infection were the respiratory system (55%) and the digestive system (15%). The primary treatments administered to these patients included antibiotics (100%), albumin (61.3%), invasive mechanical ventilation (58.7%), glucocorticoids (55.6%), blood products (51%), gammaglobulin (51%), and vasoactive medications (46.6%). Sepsis-related mortality in the PICU was 11.2% (41/367). Nearly half of the sepsis deaths occurred within the first 3 days of PICU admission (22/41, 53.7%). The mortality rate of septic shock (32/167, 19.2%) was significantly higher than that of severe sepsis (9/200, 4.5%; p < 0.001). The outcomes of a multivariate logistic regression analysis suggested that a higher pediatric Sequential Organ Failure Assessment score, and the use of invasive mechanical ventilation and vasoactive medications were independently associated with PICU mortality in children with sepsis.CONCLUSIONS: This report updates the epidemiological data of pediatric sepsis in PICUs in Southwest China. Sepsis is still a life-threatening disease in children.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The deployment of autonomous vehicles and mobile robots requires light, fast, and robust visual place recognition strategies. While visual place recognition has proven effective in favorable conditions, its performance quickly drops when faced with abundant visual cues, such as repeating image patterns commonly found in driving environments. To address this problem, a new representation that incorporates geometric cues with structural semantics can also be utilized to find the position of an agent to distribute the reliance on visual cues. In this letter, we present the first multi-modal place recognition for autonomous driving that utilizes both images and vectorized HD maps. The vectorized HD maps have the advantage of being lightweight and providing geometric cues with structural semantics, making them particularly well-suited for place recognition. To accomplish this, we employ a hierarchical graph neural network to extract a compact and robust descriptor from a local vectorized map that can be captured from surrounding images. Although HD maps provide concise geometric cues with structural semantics, they sometimes do not provide sufficient features for place recognition, contrary to images. To cope with this limitation, we propose to adaptively fuse both descriptors extracted from maps and images in order to combine the best complementary aspects of each modality via a transformer-based solution. Extensive experiments on large-scale driving datasets, NuScenes and Argoverse2, demonstrate that our multi-modal visual localization outperforms visual-only approaches. Specifically, ours improves the baseline up to 6.48%p in Recall@1 with less than 10 ms additional computation.", - "output": "Communication", + "input": "Abstract: Teleworking has rapidly grown and become the prevailing work mode. Married teleworkers may experience increased work-family conflict, while single teleworkers may experience loneliness. This study aims to investigate how teleworkers' information reception quality (Time 1) influences their work-family conflict (Time 2), loneliness (Time 2), and well-being (Time 3) from the perspective of the job demands-resources model. The data were collected through a three-point survey involving 462 participants working from home in Taiwan. The results indicate a negative association between information accuracy and work-family conflict. Work-family conflict, in turn, mediates the relationship between information accuracy and well-being. Information timeliness, as the moderator, weakens the connection between information accuracy and work-family conflict. Additionally, information timeliness is negatively related to loneliness. Loneliness mediates the relationship between information timeliness and well-being. Information accuracy, as the moderator, strengthens the association between information timeliness and loneliness. No impact of information on family-work conflict was observed. Our findings suggest that organizations that convey precise and punctual messages to employees have distinct routes for reducing work-family interference and loneliness and ultimately improving employees' wellbeing in remote work contexts. This study contributes to the wider telework literature through information experience.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: According to some commentators, the introduction of digital technologies into the sphere of knowledge-production and the consequent digitalization and computerization of this field have radically changed the nature of knowledge-producing activity and the produced knowledge. At the social level, such a change has allegedly caused the irrelevance of grand narratives and emergence of paralogies or the obsolescence of the labour theory of value, which in its turn signifies the end of capitalism. It is argued that such accounts simply disregard the social form of production of knowledge. The real revolutionary effect of digitalization, in resemblance to the introduction of machinery in large-scale industrial production, is intensification of knowledge-producing labour, which in its turn signifies the various forms of subsumption of knowledge-producing activity under capital and the appropriation of the commonly produced surplus-knowledge by it.", + "input": "Abstract: This article discusses the relationship between two theories about the badness of death, the Life-Comparative Account and the Gradualist Account, and two methods of operationalizing severity in health care priority setting, Absolute Shortfall and Proportional Shortfall. The aim is that theories about the badness of death can influence and inform the idea of the basis of severity as a priority setting criterion. I argue that there are strong similarities between the Life-Comparative Account and Absolute Shortfall, and since the Life-Comparative Account is one of the most reasonable accounts of the badness of death, this provides some support for using Absolute Shortfall. I also argue that it is difficult to find support for Proportional Shortfall from theories about the badness of death, and also, that it is difficult to find support for Gradualist Account from theories about severity.", "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: ABSTRACT: After detailed research done on the existing literature, the present article aims at conceptualizing the genre video abstract by focusing on its defining characteristics and the benefits it may bring to both researchers and also the non-academic community. This newly emerging type of scientific summary presents some technical, material and social characteristics which will be developed in this paper. As multimodal artifacts, video abstracts provide authors with the opportunity to make use of an array of semiotic resources in order to convey meaning and communicate research findings. Having insurmountable semiotic potential, this genre offers several advantages, but one of the most relevant ones for the scientific community is the possibility of using the video abstract to propel the dissemination of science and knowledge to a wider audience.", + "input": "Abstract: The archaeological World Heritage Site of Hegra (Mada ' in Salih, Al-Hijr), in Saudi Arabia, is often considered the southern capital of the Nabataean Kingdom. Positioned just northeast of the AlUla Valley (where ancient Dadan is located), the Nabataeans recreated several aspects of their northern capital, Petra. They carved more than 130 tombs into the sandstone outcrops of which nearly a hundred had a monumental character with ornate facades of exceptional beauty and deep sense of enduring. In February 2023, our international, multidisciplinary research team conducted a field campaign in Hegra. Our objective was to measure the orientation of Nabataean tombs and sanctuaries in the area, which could offer new clues to aspects of Nabataean culture and religion that we had studied in earlier works at Petra, and elsewhere in Nabataea. This paper includes the analysis and interpretation of the data on the orientation of 113 tombs, including all monumental ones, the largest coherent set of Nabataean tombs ever analyzed. The results show that the tombs were not randomly orientated but followed a series of patterns, most probably emphasizing the skyscape, within the framework of the Nabataean lunisolar calendar religious festivals, and, on occasions, also the local landscape.", "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study aimed to use a data-driven approach to identify individualized speed thresholds to characterize running demands and athlete workload during games and practices in skill and linemen football players. Data were recorded from wearable sensors over 28 sessions from 30 male Canadian varsity football athletes, resulting in a total of 287 performances analyzed, including 137 games and 150 practices, using a global positioning system. Speed zones were identified for each performance by fitting a 5-dimensional Gaussian mixture model (GMM) corresponding to 5 running intensity zones from minimal (zone 1) to maximal (zone 5). Skill players had significantly higher (p < 0.001) speed thresholds, percentage of time spent, and distance covered in maximal intensity zones compared to linemen. The distance covered in game settings was significantly higher (p < 0.001) compared to practices. This study highlighted the use of individualized speed thresholds to determine running intensity and athlete workloads for American and Canadian football athletes, as well as compare running performances between practice and game scenarios. This approach can be used to monitor physical workload in athletes with respect to their tactical positions during practices and games, and to ensure that athletes are adequately trained to meet in-game physical demands.", - "output": "Geography", + "input": "Abstract: In 2020-2021 Brazil simultaneously experienced the far -right presidency of Jair Bolsonaro and the world's largest health crisis in a century. The Covid-19 pandemic struck the country deeply, killing about 690 thousand people by late 2022. They were also years of increased pressure by capital on peasants and indigenous people, targets of the violence with which capital, ever since its dawn, has wielded to advance over spaces that serve the subsistence of immediate producers. In this period, the Brazilian state continued to comply with decades-old demands from neoliberal ideology for privatizations and the dismantling of protections for workers and the poor in general. These phenomena, when articulated by theory inspired by the Marxian concept of primitive accumulation, suggest that the Bolsonaro administration and its class allies used the pandemic as a political opportunity for dispossessing policies. The article discusses this based on concepts that distinguish dispossessions that serve capital expansion from those that do not. The first group includes processes that lead to proletarianization of immediate producers in addition to the capitalization or commodification of hitherto means of subsistence. Among dispossessions that do not expand capital are those that involve the simple redistribution of surpluses or means of production. The paper contributes to the literature on dispossession by analyzing concrete manifestations of it, drawing on a conceptual framework that distinguishes dispossession types that have been conflated in much current research.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Real-time online trajectory map-matching has emerged as a critical component in the era of location-based services (LBS) and intelligent transportation systems (ITS). It refers to the process of aligning a user's GPS trajectory data with the corresponding road network in real-time. This technology has significant implications for various industries and applications. As our reliance on LBS and ITS continues to grow, the demand for faster, more accurate, and more reliable trajectory map-matching methods becomes increasingly important. Contemporary online map-matching predominantly employs stream processing techniques. Based on stream processing frameworks, we propose a heterogeneous hybrid architecture for map-matching. The architecture integrates Spark Streaming and graphics processing unit (GPU) heterogeneous computing for the first time. The hidden Markov model is employed as the map-matching algorithm, and Spark Streaming serves as the distributed processing platform. We conduct map-matching experiments using a GPS taxi trajectory dataset in Beijing's Haidian District. The results demonstrate that in comparison to other analogous research, our framework's performance has increased by over ten times, possessing a superior data processing capability and lower latency. This research provides a novel approach of stream-based heterogeneous computation for processing large-scale geographic data.", - "output": "Geography", + "input": "Abstract: Field hockey's development in China, mirroring its socio-political shifts over a century, unfolds in four phases. The first phase began in 1900; field hockey was introduced into China because Westerners played in Foreign Concession in Shanghai. With the establishment of the People's Republic of China, field hockey gained official recognition, marking the second phase. Following the Cultural Revolution, field hockey gained significant prominence in the third phase, particularly women's field hockey, peaking with a 2008 Beijing Olympics silver medal, reflecting China's strategic Olympic ambitions. The 2008 Beijing Olympic Games led the development of field hockey into the fourth phase. Youth field hockey received more and more attention. While this has elevated China's field hockey population, it also underscores potential imbalances between promoting elite sports and grassroots development. The professionalisation of field hockey remains in its nascent stages, with state-driven growth overshadowing broader public participation. The development of field hockey in China reflects the intricate interplay between China's sports policies, national identity, and international ambitions and offers researchers a window to develop critical perspectives on the power dynamics and policy-making processes in sports.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: A bibliometric analysis spanning from 2002 to 2022 examines the landscape of seismic hazard and risk assessment research, critical for disaster preparedness in earthquake-prone regions. The study uncovers a substantial increase in related studies, notably surging around 2006. Leading contributors hail from China, the United States, Italy, and the United Kingdom, underlining the global significance of the subject. Common terms in scholarly articles include seismic hazard, seismic risk, earthquake, vulnerability, GIS (Geographic Information System), and liquefaction. While seismic hazards remain the primary focus, a growing interest in risk assessment, particularly for induced phenomena like landslides and liquefaction, is noted. Researchers predominantly assess vulnerability across various structural elements, reflecting a holistic approach to understanding and mitigating the impact of earthquakes on infrastructure and communities. In summary, the bibliometric analysis provides a comprehensive overview of seismic hazard and risk assessment research, highlighting field growth, key research areas, and an increasing focus on risk assessment in response to natural phenomena. The findings offer valuable insights for both academics and practitioners invested in the field's future development.", - "output": "Geography", + "input": "Abstract: This article argues that Machiavelli's chapters on the Decemvirate (D 1.35, 1.40-45) advance an internal critique of the juridical discourse of sovereignty. I first contextualize these chapters in relation to several of Machiavelli's potential sources, including Livy's Ab urbe condita, Dionysius of Halicarnassus's Roman Antiquities, and the antiquarian writings of Andrea Fiocchi and Giulio Pomponio Leto. I then analyze Machiavelli's claim that the decemvirs held absolute authority (autorita assoluta)-an authority that was unconstrained by either laws or countervailing magistrates. I proceed to argue that Machiavelli's account of the decemvirs' election contains a web of allusions to the lex regia, the royal law by which the Roman people were thought to have conveyed their sovereign power to an emperor. By modeling the decemvirs' election on the lex regia, Machiavelli reveals the political limitations of the doctrine of popular sovereignty; moreover, he illustrates that even free and fair elections can easily give rise to tyranny.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The private sector can play important roles in closing the infrastructure investment gaps in emerging market and developing economies. However, private participation in emerging market and developing economies' infrastructure has declined over the past decade, reflecting persistent structural challenges and risks in the business environment. The decline was broad-based and gained momentum following the 2013 taper tantrum and the end of the commodity super cycle. Incentivizing greater private sector participation in infrastructure will require policies to improve access to long-term finance and to derisk the business environment. This will require efforts to strengthen the banking sector regulation and supervision, to improve the legal and contractual environment, and to limit information asymmetries. Deepening local financial and bond markets can make it possible for infrastructure bonds to be issued in local currencies and minimize potential currency mismatches. Improvements in the broader business environment can benefit from greater macroeconomic stability and stronger institutional frameworks. Policies that improve the quality of projects at entry, address currency risk, relax capital controls, and enable cost recovery pricing can unlock private sector participation in infrastructure financing. Strong government support, including ensuring regulatory quality, and providing well-targeted guarantees and subsidies, can play a critical role.", + "input": "Abstract: Introduction The COVID-19 pandemic has tested the resilience capacities of health systems worldwide and highlighted the need to understand the concept, pathways, and elements of resilience in different country contexts. In this study, we assessed the health system response to COVID-19 in Nepal and examined the processes of policy formulation, communication, and implementation at the three tiers of government, including the dynamic interactions between tiers. Nepal was experiencing the early stages of federalization reform when COVID-19 pandemic hit the country, and clarity in roles and capacity to implement functions were the prevailing challenges, especially among the subnational governments.Methods We adopted a cross-sectional exploratory design, using mixed methods. We conducted a desk-based review of all policy documents introduced in response to COVID-19 from January to December 2020, and collected qualitative data through 22 key informant interviews at three tiers of government, during January-March 2021. Two municipalities were purposively selected for data collection in Lumbini province. Our analysis is based on a resilience framework that has been developed by our research project, ReBUILD for Resilience, which helps to understand pathways to health system resilience through absorption, adaptation and transformation.Results In the newly established federal structure, the existing emergency response structure and plans were utilized, which were yet to be tested in the decentralized system. The federal government effectively led the policy formulation process, but with minimal engagement of sub-national governments. Local governments could not demonstrate resilience capacities due to the novelty of the federal system and their consequent lack of experience, confusion on roles, insufficient management capacity and governance structures at local level, which was further aggravated by the limited availability of human, technical and financial resources.Conclusions The study findings emphasize the importance of strong and flexible governance structures and strengthened capacity of subnational governments to effectively manage pandemics. The study elaborates on the key areas and pathways that contribute to the resilience capacities of health systems from the experience of Nepal. We draw out lessons that can be applied to other fragile and shock-prone settings.", "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In chapter 4 of Autonomous Knowledge: Radical Enhancement, Autonomy and the Future of Knowing (OUP, 2021), Carter takes on the question of whether there is an epistemic autonomy condition on know-how, e.g. one that might rule out cases of radical performance enhancement as genuine cases of know-how. In this paper, I examine Carter's proposal and identify an asymmetry in the way his epistemic autonomy condition is applied to enhanced and non-enhanced instances of know-how. In particular, it seems that either an autonomy condition is required for all forms of knowledge-how or it is not. If it is, then a potential worry is that young children do not manifest their know-how when doing things that we would normally be inclined to say they know how to do. If it is not, then young children do manifest some forms of non-enhanced know-how. While Carter chooses the second option, I argue that it is better to choose the first one, that is, to claim that all know-how needs to be epistemically autonomous along the lines he has described. I also show how this does not exclude young children from knowing how to do things.", - "output": "Philosophy", + "input": "Abstract: In this paper, we adopt a Communication as Constitutive of Organizations (CCO) perspective to investigate how organizations implementing Open Strategy initiatives maintain openness and closure in tension by attending to a plurality of voices and their diversity (polyphony), while at the same time speaking in one strategic voice (monophony). Based on the Kiabi case, we explore what we name the voice dilemma by focusing on the ways different stakeholders involved in strategy making manage the co-authoring of strategy through voicing, negotiating, and legitimizing matters of concern. We contribute to extant literature by focusing on the management of polyphony and monophony as a way to embrace the paradox of openness that characterizes Open Strategy. More precisely, we show how some form of closure needs to be nurtured during the opening process (the co-authoring process during which multiple employees are invited to contribute to strategizing). However, we also argue that some form of opening needs to be nurtured during the closure process (the process during which the official authoring/positioning of the organization is finally defined). This study offers a longitudinal case that allows showcasing how the opening and closing strategies evolve over time.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Understanding the relationship between Neanderthal groups and their environment and they it is essential to comprehending their ways of life. In this article, we use both zooarchaeology and taphonomy to study the fauna assemblages found in Level 4 of Prado Vargas Cave (Cornejo, Burgos, Spain). The results point to a site in which the main accumulating agent was Neanderthal groups, who transported small- and medium-sized animal carcasses-with deer as the dominant taxon-according to their general utility to systematically and intensely exploit the major muscle bundles, bone marrow, skin, and tendons. According to dental microwear analysis, reiterated and prolonged occupations occurred in diverse moments, suggesting that the site was used most often as a long-term campsite. We detected a minimal amount of carnivore activity, who accessed the cave during periods of human absence and modified some of the remains left by the Neanderthals. Together, this information indicates that Prado Vargas is a key site to understand the dynamics of the Neanderthals in the linking area between the Castillan Plateau and the Cantabrian Range.", - "output": "Archaeology", + "input": "Abstract: A breast unit is a multidisciplinary center specialized in the management of women with breast diseases, including breast cancer (BC). It represents a care path, passing from screening activities to diagnostic investigations, from surgery to the definition of the therapeutic strategy, from psychophysical rehabilitation to long-term checks (follow-up), and up to genetic counseling. Since 2006, following a resolution issued by the European Parliament to urge member states to activate multidisciplinary breast centers by 2016, work has been underway throughout Italy to improve the management of women with BC. In Italy, the State-Regions agreement was signed on 18 December 2014, sanctioning the establishment of breast units. These centers must adhere to specific quality criteria and requirements. In 2020, the experts of the EUSOMA group (European Society of Breast Cancer Specialists), in their latest document published, expanded the requirements of the breast units. Furthermore, Senonetwork was founded in 2012 with the aim of allowing BC to be treated in breast units that comply with European requirements to ensure equal treatment opportunities for all Italian women. Indeed, the available data indicate that the BC patient has a greater chance of better treatment in the breast units with a multidisciplinary team, thus increasing the survival rate with a better quality of life, compared to those managed in nonspecialized structures. The present review is a perspective on the current Italian reality of breast units, updated with the available literature and the most recent epidemiological data from Senonetwork and AgeNaS.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Railway ballast undergoes rearrangement, abrasion, and even breakage, when subjected to high-speed train loads. To reproduce the deformation and degradation behavior of ballast under realistic boundaries used in laboratory triaxial tests, bonded particle clusters and clumps sampled within flexible and rigid boundaries were established, using the discrete element method and finite difference method. The models were then calibrated and validated against a series of experimental results. It is found that boundary condition has a considerable effect on the contact force chains and coordination number. The flexible boundary induces more uniform stress distribution between particle contacts, and consequently higher strength, lower dilation, and impartial breakage. A unimodal frequency distribution of the coordination number is observed when using flexible boundary, while rigid boundary can result in multi-modal distribution in breakable specimens. The flexible boundary also induces more particle breakage with high fragmentation. The rigid boundary specimens exhibit a bimodal distribution of particle breakage along the specimen height after test, with fewer fragments existing in the middle part; however, a unimodal distribution of particle breakage is found in the flexible boundary ones, which agrees more with the laboratory observation.", - "output": "Economics", + "input": "Abstract: With the increasing prominence of climate and energy issues, enterprises, as the micro-subjects of economic activities, need to pay attention to environmental responsibility to promote sustainable and high-quality economic development. However, one of the crucial controversies is whether enterprises will sacrifice efficiency to fulfill their environmental responsibilities. To try our best to answer the controversy, this paper explores the impact of ESG on total factor productivity and its mechanism. The research conclusion shows that Chinese enterprises fulfilling ESG responsibilities can improve staff efficiency, reduce financing costs, ease financing constraints, and increase innovation investment, thus effectively improving total factor productivity. Compared to non-state-owned enterprises, this effect is more significant in state-owned enterprises. In addition, the promotion of ESG construction on the total factor productivity of enterprises also presents specific acceleration characteristics. This shows that in the socialist market economy environment, there is an obvious social responsibility dividend in the implementation of the ESG concept by Chinese enterprises, which is helpful to enhance their long-term value and realize a win-win of social value and commercial value. The conclusions of this study help deal correctly with the relationship between business value and social value of enterprises and provide inspiration for promoting healthy and sustainable economic development.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Earthquakes can cause significant damage to cultural artifacts, which often hold significant historical or cultural value. Seismic risk assessments can contribute to a more targeted approach by museum staff to the preventive conservation of cultural artifacts. The primary objective of this research is to suggest a new approach for assessing the seismic risk of cultural artifacts. This innovative method is founded on the Law of Large Numbers and aims to provide a more user-friendly way of evaluating the likelihood of potential seismic threat to cultural artifacts. The proposed method takes into account the statistical distribution of seismic ground motion and the seismic response characteristics of artifacts, and its accuracy and practicality are demonstrated by case studies. Compared with existing methods, the proposed method has the advantages of theoretical simplicity, low computational effort, and easier to be understood and mastered by museum staff. Furthermore, the impact of sample size on the assessment results was investigated. The findings demonstrate that the proposed method represents a valuable tool for cultural heritage risk decision-makers to evaluate the seismic risk of artifacts. By using this method, they can more effectively assess the potential damage caused by seismic effects and design suitable mitigation measures accordingly. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", - "output": "Art", + "input": "Abstract: Anticorruption is a prevalent global phenomenon and has yielded many good results. This study empirically tests the real effect of China's anticorruption on corporate acquisition premiums and explores its mechanisms. We find that after the exposure of and crackdown on corrupt provincial officials, firms without political connections had lower mergers and acquisitions (M&A) premiums than those with political connections. Cross-sectional test results show that when firms are private or in areas with high marketization, the anticorruption event has a greater impact on their acquisition premiums. The channel test demonstrates that anticorruption reduces the value of political connections and improves the negotiation advantages of nonpolitically connected firms, enabling them to pay lower M&A premiums. Our findings indicate that anticorruption can create a considerably fair business environment. Moreover, we confirm the real effects of anticorruption on the distortion of resource allocation at the firm level. Finally, the results of this research have policy implications for the world's largest emerging market.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Background and Objective: High -resolution (HR) MR images provide rich structural detail to assist physicians in clinical diagnosis and treatment plan. However, it is arduous to acquire HR MRI due to equipment limitations, scanning time or patient comfort. Instead, HR MRI could be obtained through a number of computer assisted post -processing methods that have proven to be effective and reliable. This paper aims to develop a convolutional neural network (CNN) based super -resolution reconstruction framework for low -resolution (LR) T2w images. Method: In this paper, we propose a novel multi -modal HR MRI generation framework based on deep learning techniques. Specifically, we construct a CNN based on multi -resolution analysis to learn an end -to -end mapping between LR T2w and HR T2w, where HR T1w is fed into the network to offer detailed a priori information to help generate HR T2w. Furthermore, a low -frequency filtering module is introduced to filter out the interference from HR-T1w during high -frequency information extraction. Based on the idea of multi -resolution analysis, detailed features extracted from HR T1w and LR T2w are fused at two scales in the network and then HR T2w is reconstructed by upsampling and dense connectivity module. Results: Extensive quantitative and qualitative evaluations demonstrate that the proposed method enhances the recovered HR T2w details and outperforms other state-of-the-art methods. In addition, the experimental results also suggest that our network has a lightweight structure and favorable generalization performance. Conclusion: The results show that the proposed method is capable of reconstructing HR T2w with higher accuracy. Meanwhile, the super -resolution reconstruction results on other dataset illustrate the excellent generalization ability of the method.", - "output": "Communication", + "input": "Abstract: Perfluoroalkyl acids (PFAAs) are highly persistent anthropogenic pollutants that have been detected in the global oceans. Our previous laboratory studies demonstrated that PFAAs in seawater are remobilized to the air in sea spray aerosols (SSAs). Here, we conducted field experiments along a north-south transect of the Atlantic Ocean to study the enrichment of PFAAs in SSA. We show that in some cases PFAAs were enriched >100,000 times in the SSA relative to seawater concentrations. On the basis of the results of the field experiments, we estimate that the secondary emission of certain PFAAs from the global oceans via SSA emission is comparable to or greater than estimates for the other known global sources of PFAAs to the atmosphere from manufacturing emissions and precursor degradation.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Bryan Mercurio's brief accurately describes the inflection point of the global trading system as world governments retreat from free and fair trade. Chief among them is the United States, whose recent reversal is sending shockwaves throughout the rules-based economic world order. The United States' conflation of trade policy vis-a-vis China and national security, as well as the use of trade policy to garner political support from voters disenfranchised by the global trading system, have given way to industrial subsidies and protectionist tendencies. This article aims to build upon Mercurio's points and identify the underlying causes and long-term consequences of the current US direction. In addition, this piece differs from Dr Mercurio's assertions on three critical aspects of today's trade landscape. Firstly, industrial policy and economic security measures were first undertaken by China, and the United States and allied nations only followed suit. Secondly, the current US economic policy regarding China is severely constrained by today's political landscape, and the Biden administration's approach is moderate given these confines. Lastly, despite challenges, low-income countries can gain from the diversification movement as production shifts away from China.", - "output": "Economics", + "input": "Abstract: Feeling is difficult to put into words. Anthropologists have been seeking ways to articulate feeling or other bodily experiences, looking beyond words and borrowing from artistic methods. Drawings, for instance, have been used to make visible what words cannot describe and attributed with qualities associated with feeling or the body. Instead of placing drawing in opposition to words, and words in opposition to bodies, this article presents different ways of using drawing as an ethnographic technique to tentatively find practice-specific words to articulate practices of feeling the body. Rather than evaluating drawings based on their ability to capture feeling bodies, the author reflects on the drawing process as a way to learn about her research subjects in unexpected ways. Thereby, the author learns from artistic practices, not about making drawings, but about making methods. Acknowledging that methodologies are always generative, the author dives into the making of her methodologies to learn about her research subjects. .", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Gender quotas in legislative elections are a central component of institutional reform to foster women's inclusion in politics. However, stigma remains that women elected under quotas may be of lower quality than the men that they replace. We investigate how quotas affect the qualifications of parliamentarians, by capitalizing on the unique variation of national electoral systems used in European Parliament elections over its entire 40-year history. We provide compelling evidence that quotas are associated with higher overall levels of educational attainment in parliamentary delegations. Quotas increase the number of educated women within delegations while simultaneously increasing the level of education held by the remaining men. Thus, we provide robust support for the impact of quotas on legislator qualities in a way that has thus far been observed in only single country contexts and fixed time periods.", - "output": "Law", + "input": "Abstract: Background Contextually tailored, arts-based HIV prevention strategies hold potential to advance adolescent sexual health and wellbeing. We examined HIV prevention outcomes associated with arts-based sexual health workshop participation with Northern and Indigenous adolescents in the Northwest Territories (NWT), Canada.Methods An Indigenous community-based youth agency delivered arts-based workshops in school settings to adolescents aged 13-18 in 24 NWT communities. Pre and post-test surveys included socio-demographic characteristics, sexually infections (STI) knowledge, HIV/STI risk perception, sexual relationship equity, condom use self-efficacy, and safer sex efficacy (SSE). Latent change score models were conducted to assess pre-post differences and factors associated with these differences.Results Among participants (n = 344; mean age 14.3 years, SD: 1.3; Indigenous: 79%) most (66%) had previously attended this workshop. Latent change score models revealed a significant and large effect size for increased STI knowledge (beta = 2.10, SE = 0.48, p < .001) and significant and small effect sizes for increased HIV/STI risk perception (beta = 0.24, SE = 0.06, p < .001) and SSE (beta = 0.16, SE = 0.07, p = .02). The largest increases across several outcomes occurred with first time workshop participants; yet previous workshop participants continued to report increases in HIV/STI risk perception and SSE.Conclusion Arts-based HIV prevention approaches show promise in advancing STI knowledge, risk perception, and SSE with Northern and Indigenous youth.", + "output": "Art", "system": "", "history": [] }