test.json

[
    {
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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.",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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.",
        "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",
        "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",
        "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",
        "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.",
        "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.",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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.",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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.",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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.",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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.",
        "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.",
        "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",
        "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",
        "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",
        "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.",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "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",
        "system": "",
        "history": []
    }
]