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: Industrial cities are hotspots for many hazardous air pollutants (HAPs), which are detrimental to human health. We devised an identification method to determine priority HAP monitoring areas using a comprehensive approach involving monitoring, modeling, and demographics. The methodology to identify the priority HAP monitoring area consists of two parts: (1) mapping the spatial distribution of selected categories relevant to the target pollutant and (2) integrating the distribution maps of various categories and subsequent scoring. The identification method was applied in Ulsan, the largest industrial city in South Korea, to identify priority HAP monitoring areas. Four categories related to HAPs were used in the method: (1) concentrations of HAPs, (2) amount of HAP emissions, (3) the contribution of industrial activities, and (4) population density in the city. This method can be used to select priority HAP monitoring areas for intensive monitoring campaigns, cohort studies, and epidemiological studies.",
        "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: The current applications of artificial intelligence (AI) in medicine continue to attract the attention of medical students. This study aimed to identify undergraduate medical students' attitudes toward AI in medicine, explore present AI-related training opportunities, investigate the need for AI inclusion in medical curricula, and determine preferred methods for teaching AI curricula.METHODS: This study uses a mixed-method cross-sectional design, including a quantitative study and a qualitative study, targeting Palestinian undergraduate medical students in the academic year 2022-2023. In the quantitative part, we recruited a convenience sample of undergraduate medical students from universities in Palestine from June 15, 2022, to May 30, 2023. We collected data by using an online, well-structured, and self-administered questionnaire with 49 items. In the qualitative part, 15 undergraduate medical students were interviewed by trained researchers. Descriptive statistics and an inductive content analysis approach were used to analyze quantitative and qualitative data, respectively.RESULTS: From a total of 371 invitations sent, 362 responses were received (response rate=97.5%), and 349 were included in the analysis. The mean age of participants was 20.38\u00b11.97, with 40.11% (140) in their second year of medical school. Most participants (268, 76.79%) did not receive formal education on AI before or during medical study. About two-thirds of students strongly agreed or agreed that AI would become common in the future (67.9%, 237) and would revolutionize medical fields (68.7%, 240). Participants stated that they had not previously acquired training in the use of AI in medicine during formal medical education (260, 74.5%), confirming a dire need to include AI training in medical curricula (247, 70.8%). Most participants (264, 75.7%) think that learning opportunities for AI in medicine have not been adequate; therefore, it is very important to study more about employing AI in medicine (228, 65.3%). Male students (3.15\u00b10.87) had higher perception scores than female students (2.81\u00b10.86) (p<0.001). The main themes that resulted from the qualitative analysis of the interview questions were an absence of AI learning opportunities, the necessity of including AI in medical curricula, optimism towards the future of AI in medicine, and expected challenges related to AI in medical fields.CONCLUSION: Medical students lack access to educational opportunities for AI in medicine; therefore, AI should be included in formal medical curricula in Palestine.",
        "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: BACKGROUND: Whether nutrition messages in popular health magazines differ by country or season has seldom been studied. We assessed the nutrition topics featured in the headlines of Men's Health (MH) and Women's Health (WH) magazines from different countries.METHODS: We sampled MH and WH magazines from Portugal, South Africa, Spain, the UK and the USA. Nutrition-related headlines were categorized as weight loss, weight gain, micronutrients and other.RESULTS: The most frequent topics were Other (44%) and weight loss (41%), while micronutrients represented 4%. Topics related to weight gain were more frequent in MH (19% vs. 2% in WH), while no difference was found for weight loss (44% vs. 37% in WH). On multivariable analysis, weight gain had a higher likelihood of being present in MH than in WH, Odds ratio and (95% confidence interval): 8.3 (2.2-90.9), p=0.002, while no association was found for weight loss: OR 1.1 (0.6-2.0), p=0.80. Weight loss was absent from the US WH and present in two thirds of the Portuguese WH; in MH, weight gain was evenly distributed between countries. Prevalence of the weight loss topic was lower in March (15% vs. 54% in January, p<0.01 by logistic regression) and to a lesser degree in June (35%) and July (35%). No seasonality was found for the weight gain topic.CONCLUSION: In WH and MH magazines, nutrition topics vary according to gender, country, and season. Weight gain remains a male topic, while weight loss is equally prevalent in both women's and men's magazines.",
        "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: As a recognized win-win-win approach to international debt relief, Debt-to-Health(D2H)has successfully translated debt repayments into investments in health-related projects. Although D2H has experienced modifications and periodic suspension, it has been playing an increasingly important role in resource mobilization in public health, particularly for low-and middle-income countries deep in debt.MAIN TEXT: D2H, as a practical health financing instrument, is not fully evidenced and gauged by academic literature though. We employed a five-step scoping review methodology. After posing questions, we conducted comprehensive literature searches across three databases and one official website to identify relevant studies.We also supplemented our research with expert interviews. Through this review and interviews, we were able to define the concept and structure of D2H, identify stakeholders, and assess its current shortcomings. Finally, we proposed relevant countermeasures and suggestions.CONCLUSION: This paper examines the D2H project's implementation structure and influencing variables, as well as the current research plan's limitations, with a focus on the role health funding institutions have played during the project's whole life. Simultaneously, it examines the interdependencies between debtor nations, creditor nations, and health financing establishments, establishing the groundwork for augmenting and revamping D2H within the ever-changing worldwide context of health development assistance.",
        "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: A novel three-dimensional mechanical metamaterial with low frequency bandgaps and negative Poisson's ratio is designed, consisting of a conventional three-dimensional reentrant structure and periodic resonators, with the aim of achieving vibration isolation and impact mitigation. The bandgap characteristic of the proposed metamaterial is determined computationally, and its dispersion diagram exhibits both partial bandgaps and a complete bandgap within a frequency band of interest. The mechanism for bandgap occurrence is characterised as the local resonance of ligaments and resonators, according to a vibration mode analysis. The wave attenuation capacity of the proposed metamaterial is derived numerically and experimentally from semi-infinite and finite-size metamaterial models, showing a good agreement with the predicted bandgap. Additionally, a thorough study on the design flexibility indicates that the bandgap characteristic can be directly tailored by changing the geometrical parameters of the proposed metamaterial. This allows further optimisation of the metamaterial for potential applications. The dynamic performance of the proposed metamaterial under an impact load is investigated by a finite element model. This demonstrates that the metamaterial reduces the transmitted force by a factor of 1.6 (for peak value) and 2.0 (for root mean square value) under a pulse impact with a duration of 0.88 ms. The impact mitigation result obtained from the impact test confirms that the metamaterial shows a mitigation capacity which is approximately 20% better than that of the conventional reentrant structure.",
        "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: ObjectiveThere is beauty in cytopathology. That beauty and art can be transmitted and shared through fun images on social media.MethodsAs social media becomes more popular, pathologists and related professionals have started to share the images that they capture at work on their profiles, tagging them with the hashtag #Pathart. #Pathart hashtag unites two concepts innately related: Pathology and art.ResultsWhen groups of pathologists share concurring ideas, the result is an explosion of creativity that spreads even to new professionals and students. In addition, it attracts the attention of people, dedicated to other subjects such as journalism, who, with their interactions, give visibility to our field. This helps counteract the stereotypes and gives people a better understanding of what we do and why it is important. Therefore, the more pathologists and related professionals meet and interact with each other, the better.Conclusions#Pathart images raise great interest among professionals, which contributes to the creation of a united and strong community of pathologists some of whom are dedicated to cytology. Interaction and professional collaboration between these professionals can positively contribute to disseminating scientific content and creating work/research groups. This might have an impact, both direct and indirect, on improving the quality of diagnoses and treatments in our patients.There is beauty in Cytopathology. That beauty and art can be transmitted and shared through fun images on social media, creating a union between a community of professionals who share creative personality traits and a unique sense of humour.image",
        "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 biographies of some celebrated artists are marked by accounts that paint a far from beautiful portrait. Does this negative-social knowledge influence the aesthetic experience of an artwork? Does an artist's fame protect their paintings from such an influence? We present two preregistered experiments examining the effect of social-emotional biographical knowledge about famous and unknown artists on the reception and perception of their paintings, using aesthetic ratings and neurocognitive measures. In Experiment 1, paintings attributed to artists characterised by negative biographical information were liked less, evoked greater feelings of arousal and were judged lower in terms of quality, than paintings by artists associated with neutral information. No modulation of artist renown was found. Experiment 2 fully replicated these behavioural results and revealed that paintings by artists associated with negative social-emotional knowledge also elicited enhanced early brain activity related to visual perception (P1) and early emotional arousal (early posterior negativity; EPN). Together, the findings suggest that negative knowledge about famous artists can shape not only explicit aesthetic evaluations, but may also penetrate the perception of the artwork itself.",
        "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 multi-disciplinary study examines the historical and technical aspect of the supply of ornamental white marble in Ottoman Algiers between the seventeenth and nineteenth centuries. Our systematic analysis of Ottoman Regency administration archives, specifically the correspondence between provincial chiefs of Algiers and Cherchell dating from 1824 to 1825AD, reveals two distinct supply routes for white ornamental marble to Algiers' building sites. The first identifies Genoa as the sole source of imports, while the second confirms the reuse of remains from the ancient Roman city of Caesarea/Cherchell. To verify these provenances of ornamental white marble, petrographic and geochemical analyses were conducted on fifteen (15) white marble samples collected from the architectural elements of the Ottoman Algiers Citadel. This palatial complex's construction and subsequent completion coincide with the period of the archival data. Experimental results confirm the Italian origin of the majority of samples, primarily from Carrara.",
        "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 steam generators (SGs) of CANadian Deuterium Uranium nuclear reactors require periodic inspections to ensure their safe operation. Eddy current (EC) testing is the primary method by which the SG tubes are inspected. Many conditions in the SG tubes affect the EC response, such as fretting, pitting, cracking, as well as tube expansion, and the presence of tubesheet and support structures. When two or more of these parameters overlap, the EC signals from degradation induced wall losses are frequently difficult to interpret because these wall loss signals are often distorted due to interference with background signal variations. In this paper, a novel analytical model that describes the impedance of a bobbin coil with a plate encircling an arbitrary number of cylindrical conductors is developed. The model is validated against finite element method modelling and experiment. This model can be used to simulate the main probe response, while inspecting SG tubes near the tubesheet and support structures and thereby, provides the potential to separate out smaller flaw responses.",
        "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: PurposeElucidating on the concrete outline of conservation of resource theory, this study aims to explore the links between work-family conflict and workplace thriving. In particular, this study has integrated depersonalization as a mediator and tested the moderated mediation effects of intrinsic motivation in work-family conflict and depersonalization relationships.Design/methodology/approachData were collected using a sample of 357 doctors working across various public hospitals in India over two waves (T1 and T2) and was tested using AMOS and Process Macros.FindingsExploration reveals that work-family conflict is negatively associated with workplace thriving. The mediating role of depersonalization in between work-family conflict and workplace thriving was established. Moreover, the moderating role of intrinsic motivation in work-family conflict and workplace thriving via depersonalization was also established.Originality/valueThe present study makes a theoretical addition to the literature by investigating nuances through which work-family conflict relationships and thriving at the workplace can be affected. To date, such a relationship has not been established. The study also extends the role of depersonalization as an underlying mechanism between work-family conflict and workplace thriving, making an imperative contribution. This study also tested the moderating role of intrinsic motivation. Overall, these relationships are novel and have been seldom reported.",
        "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: Despite prolific jail diversion initiatives, people with serious mental illness continue to be overrepresented in the criminal legal system. This continued overrepresentation has led to recent calls to address social determinants of health and criminal risk factors rather than to allocate new resources to diverting people from the criminal legal system. This shift toward prevention by addressing social factors that influence health and criminal legal outcomes should occur alongside a continued focus on diversion to understand what works and for whom. An effective, well-funded, and comprehensive community-based mental health services system could serve as the ultimate intercept for preventing criminal legal system involvement.",
        "output": "Law",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: BACKGROUND AND AIMS: Urban green spaces offer various health benefits, yet the impact of comprehensive green exposure criteria on multidimensional health remains unclear. The 3-30-300 green space rule represents the green exposure indicators with specific thresholds. This study aims to quantitatively evaluate urban green exposure in cities and can support investigation of its relationship with human health.METHODS: We conducted a cross-sectional study based on 902 investigated individuals in 261 residential locations aged 11-95years from Xiamen City, China. 3-30-300 green exposure was calculated using field surveys, GIS, and Baidu Maps Application Programming Interface (API). Physical health data was based on Occupational Stress Indicator (OSI)-2. Mental health was from the 12-item General Health Questionnaire (GHQ-12). Social health was from a self-constructed evaluation questionnaire. Statistical analyses were conducted using Geographically Weighted Regression and Geographically Weighted Logistic Regression for global and local effects on green exposure and multidimensional health.RESULT: Among the investigated individuals, only 3.55% (32/902) fully meet the 3-30-300 rule in Xiamen. Global results show that individuals achieved at least 30% vegetation coverage (Yes) is associated with better physical (beta: 0.76, p<0.01) and social (beta: 0.5, p<0.01) health. GWLR global results indicate that individuals can see at least 3 trees from home meeting one (OR=0.46, 95%CI: 0.25-0.86, p<0.05) or two (OR=0.41, 95%CI: 0.22,0.78, p<0.01; OR=0.24, 95%CI: 0.07-0.77, p<0.05) 3-30-300 rule components are significantly associated with reduced medical visits and hospitalizations refer to not met these criterias. In the GWR local analysis, achieved 30% vegetation cover is significantly related to improved social health at all locations. Meeting any two indicators also contribute to improved social health (n=511, beta: 0.46-0.51, P<0.05).CONCLUSION: Green exposure indicators based on the 3-30-300 rule guiding healthy urban green space development. We observed multidimensional health benefits when 1/3 or 2/3 of the indicators were met.",
        "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: AIMS: This study aimed to investigate the feasibility and effectiveness of utilizing three-dimensional (3D) printing technology in the simulation teaching of congenital malformations.METHODS: We conducted a comparative analysis between an experimental group that received traditional teaching supplemented with 3D printing model demonstrations and hands-on model operation, and a control group that received traditional teaching methods. Various parameters, including classroom interest, classroom interaction, learning enthusiasm, disease awareness, teaching satisfaction, and independent operation confidence, were assessed, along with theoretical and practical tests.RESULTS: The results showed no significant difference in theoretical test scores between the two groups (91.92\u00b115.04 vs. 89.44\u00b114.89), but the practical test revealed a significantly higher number of qualified trainees in the experimental group compared to the control group (23 vs. 8). In terms of classroom engagement, both groups exhibited similar levels of interest (8.08\u00b11.52 vs. 8.74\u00b10.984), classroom interaction (7.88\u00b11.97 vs. 8.7\u00b11.33), learning enthusiasm (8.81\u00b11.021 vs. 8.52\u00b11.189), and disease awareness (8.58\u00b10.99 vs. 8.58\u00b10.99). However, the experimental group demonstrated significantly higher teaching satisfaction (8.81\u00b11.06 vs. 9.19\u00b10.96) and greater operation confidence (7.67\u00b12.56 vs. 5.5\u00b12.79) than the control group.CONCLUSION: 3D printing technology can be effectively utilized to create surgical teaching models, enhancing the confidence of standardized training doctors and improving teaching outcomes.",
        "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 Copenhagen burnout inventory-student survey (CBI-SS) has shown promising psychometric properties in diverse student populations. This study aims to investigate the psychometric properties of the Nigerian version of the CBI-SS. This was a cross-sectional study of 635 students from Ekiti State University, Ado-Ekiti, Nigeria. Confirmatory factor analysis (CFA) was utilized to assess the CBI-SS validity. The reliability score of the CBI-SS was 0.957, ranging from 0.862 to 0.914 for the subscales. Correlation coefficients among the four CBI-SS factors ranged from 0.507 to 0.713. The CFA indicated an adequate goodness-of-fit for the four-factor model of the CBI-SS with the sample data. However, Item 10 was removed due to unacceptably low Average Variance Extracted score. The four factors demonstrated a negative correlation with both General Academic Self-Efficacy Scale and Cumulative Grade Point Average. Furthermore, both self-reported burnout and perceived course stress showed associations with the CBI-SS, where lower levels of burnout corresponded with lower median scores on the CBI-SS scales. This study underscores the significance of the CBI-SS in evaluating student burnout within our student population. The findings indicate that the CBI-SS is a highly reliable and valid instrument for assessing student burnout, suggesting its potential for effective utilization in the Nigerian academic context.",
        "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: Extratropical cyclones play a crucial role in balancing the global momentum, energy, and moisture, and also, they shape the extreme weather events over the extra-tropics. As the strongest category of the extratropical cyclones, the explosive extratropical cyclones (EECs) frequently induce severe disasters through their strong surface winds. During the entire lifespan of an EEC, there is a maximum value of its surface wind (i.e. the maximum surface wind; MSW), which processes the greatest destructive power. After nearly a century of research on the EECs, key features about their MSWs still remain vague. In this study, we systematically investigate the EECs' MSWs over the North Atlantic storm track (NAST) based on the ERA-Interim reanalysis. It is found that, the average intensity of EECs' MSWs shows a significant increasing trend of similar to 0.3 m s-1 per 10a. More importantly, for the last 20 years, even larger increasing rates of 1.5 m s-1 and 3.5 m s-1 per 10a are found in the average and maximum intensities of the EECs' MSWs, respectively, implying the EECs' risks increase notably for the NAST. We further clarify the physical mechanisms governing the production of EECs' MSWs, and then establish a mechanism-based statistical model, which has the potential to predict the MSWs' annual average intensity. In summary, our study fills a knowledge gap for the EECs' MSWs, which would have broad implication of the economics and society.",
        "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: Interview with Fangyuan Hua, who studies forest biodiversity and conservation at Peking University.",
        "output": "History",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: BACKGROUND: The number of cancer survivors who develop subsequent primary cancers (SPCs) is expected to increase.OBJECTIVE: We evaluated the overall and cancer type-specific risks of SPCs among adult-onset cancer survivors by first primary cancer (FPC) types considering sex and age.METHODS: We conducted a retrospective cohort study using the Health Insurance Review and Assessment database of South Korea including 5-year cancer survivors diagnosed with an FPC in 2009 to 2010 and followed them until December 31, 2019. We measured the SPC incidence per 10,000 person-years and the standardized incidence ratio (SIR) compared with the incidence expected in the general population.RESULTS: Among 266,241 survivors (mean age at FPC: 55.7 years; 149,352/266,241, 56.1% women), 7348 SPCs occurred during 1,003,008 person-years of follow-up (median 4.3 years), representing a 26% lower risk of developing SPCs (SIR 0.74, 95% CI 0.72-0.76). Overall, men with 14 of the 20 FPC types had a significantly lower risk of developing any SPCs; women with 7 of the 21 FPC types had a significantly lower risk of developing any SPCs. The risk of developing any SPC type differed by age; the risk was 28% higher in young (<40 years) cancer survivors (SIR 1.28, 95% CI 1.16-1.42; incidence: 30 per 10,000 person-years) and 27% lower in middle-aged and older (\u226540 years) cancer survivors (SIR 0.73, 95% CI 0.71-0.74; incidence: 80 per 10,000 person-years) compared with the age-corresponding general population. The most common types of FPCs were mainly observed as SPCs in cancer survivors, with lung (21.6%) and prostate (15.2%) cancers in men and breast (18.9%) and lung (12.2%) cancers in women. The risks of brain cancer in colorectal cancer survivors, lung cancer in laryngeal cancer survivors, and both kidney cancer and leukemia in thyroid cancer survivors were significantly higher for both sexes. Other high-risk SPCs varied by FPC type and sex. Strong positive associations among smoking-related cancers, such as laryngeal, head and neck, lung, and esophageal cancers, were observed. Substantial variation existed in the associations between specific types of FPC and specific types of SPC risk, which may be linked to hereditary cancer syndrome: for women, the risks of ovarian cancer for breast cancer survivors and uterus cancers for colorectal cancer survivors, and for men, the risk of pancreas cancer for kidney cancer survivors.CONCLUSIONS: The varying risk for SPCs by age, sex, and FPC types in cancer survivors implies the necessity for tailored prevention and screening programs targeting cancer survivors. Lifestyle modifications, such as smoking cessation, are essential to reduce the risk of SPCs in cancer survivors. In addition, genetic testing, along with proactive cancer screening and prevention strategies, should be implemented for young cancer survivors because of their elevated risk of developing SPCs.",
        "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 investigates how tourists' Green Environmental Knowledge, Green Hotel Knowledge, and environment concern impact pro-environmental (PE) attitudes. Using mixed methods, it examines how PE attitudes influence the intention to stay at eco-friendly hotels, based on the theory of planned behavior. The study further explores the moderating role of the Greta Effect in connecting PE attitudes and hotel choice. This study utilizes a mixed-methods approach to enhance the comprehension of quantitative findings, on exploring the moderating impact of the Greta Effect. The findings highlight the important role of environmental activism in inspiring action for green hotel choice.",
        "output": "Geography",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: This article builds a case for raising occupational consciousness by critically questioning ahistorical and apolitical uses of battle language, especially when referring to infectious diseases. Words such as invasion, colonization, and resistance are particularly ethically troubling, and this article considers why the social practices our language brings about matter in health care. Dynamic relationships among humans and microbes, as well as metaphor, are considered here in historical context and through the lens of Derrida's portmanteau hostipitality, which invites reconsideration of an infectious disease notion of host and how conceptions of hospitality have been institutionalized and commodified. This article argues that language used in infectious disease care settings should be informed by coexistence as a guiding value of clinical and ethical relevance.",
        "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: We conducted a large surveillance study among members of an integrated healthcare delivery system in Pacific Northwest of the United States to estimate medical costs attributable to medically attended acute gastroenteritis (MAAGE) on the day care was sought and during 30-day follow-up. We used multivariable regression to compare costs of MAAGE and non-MAAGE cases matched on age, gender, and index time. Differences accounted for confounders, including race, ethnicity, and history of chronic underlying conditions. Analyses included 73,140 MAAGE episodes from adults and 18,617 from children who were Kaiser Permanente Northwest members during 2014-2016. Total costs were higher for MAAGE cases relative to non-MAAGE comparators as were costs on the day care was sought and costs during follow-up. Costs of MAAGE are substantial relative to the cost of usual-care medical services, and much of the burden accrues during short-term follow-up.",
        "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: Between the years 2013-2016, the artist & Idot;z & Ouml;ztat created four distinct bodies of work, all of which engaged aspects of water. This period was marked in Turkey by the heightened tensions around the neoliberal (re)distribution of public space and public resources, which escalated in the aftermath of the Gezi Park Protests of 2013. In this article, the author argues that, beyond its immediate critique of contemporary capitalist appropriation, & Ouml;ztat's engagement with water builds relations across time, space, and species to recall histories of the Armenian Genocide, challenging the denials of official historiography. By tapping into the linguistic, cultural, and material imaginaries of water, and learning from the present-day water protection movements, & Ouml;ztat engages the diverse histories carried across waterways. Water becomes a nexus through which the artist locates and articulates the physical and epistemic violence of modernity, particularly as it indexes community, conscience, and ecology from the late 19th century to the present.",
        "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: PURPOSE: To determine older adults' metaphorical perceptions of the concept of aging.METHOD: Participants in this qualitative study comprised 57 older adults as determined using convenience and criterion sampling methods. Data were obtained using a personal data form and the metaphor form and analyzed with descriptive and content analysis techniques.RESULTS: Fifty-seven metaphors were identified within three themes: 24 within Mental Aspect, 18 within Physical Aspect, and 15 within Psychosocial Aspect.CONCLUSION: The fact that most metaphors appeared within the Mental Aspect theme was interpreted as an indication that participants felt the effects of aging more in the mental dimension. Results of the research show that aging is perceived as experience and accumulation mentally, as inadequacy physically, and as the end or loneliness psychosocially. [Journal of Gerontological Nursing, 50(5), 27-34.].",
        "output": "Philosophy",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: The adoption of AI-powered systems in healthcare has revolutionized the field by introducing autonomous diagnostics and predictions, though it remains a source of debate due to its disruptive nature. This research utilizes the holistic model of stress to empirically examine the effects of six techno-stressors on both techno-eustress and techno-distress among users in the healthcare sector. Data for this research was collected from 224 participants through an e-survey distributed across diverse sources. The findings reveal intriguing insights, highlighting the emergence of techno-unpredictability as a potential new techno-stressor within the context of AI-powered systems in healthcare. With this newfound understanding, healthcare specialists and organizations can stay one step ahead, better equipped to address and navigate the complexities of emerging stressors for enhanced well-being, patient care and safety.",
        "output": "Law",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: BACKGROUND: Existing handover communication tools often lack a clear theoretical foundation, have limited psychometric evidence, and overlook effective communication strategies for enhancing diagnostic reasoning. This oversight becomes critical as communication breakdowns during handovers have been implicated in poor patient care. To address these issues, we developed a structured communication tool: Background, Responsible diagnosis, Included differential diagnosis, Excluded differential diagnosis, Follow-up, and Communication (BRIEF-C). It is informed by cognitive bias theory, shows evidence of reliability and validity of its scores, and includes strategies for actively sending and receiving information in medical handovers.DESIGN: A pre-test post-test intervention study.SETTING: Inpatient internal medicine and orthopaedic surgery units at one tertiary care hospital.INTERVENTION: The BRIEF-C tool was presented to internal medicine and orthopaedic surgery faculty and residents who participated in an in-person educational session, followed by a 2-week period where they practised using it with feedback.MEASUREMENTS: Clinical handovers were audiorecorded over 1week for the pre- and again for the post-periods, then transcribed for analysis. Two faculty raters from internal medicine and orthopaedic surgery scored the transcripts of handovers using the BRIEF-C framework. The two raters were blinded to the time periods.RESULTS: A principal component analysis identified two subscales on the BRIEF-C: diagnostic clinical reasoning and communication, with high interitem consistency (Cronbach's alpha of 0.82 and 0.99, respectively). One sample t-test indicated significant improvement in diagnostic clinical reasoning (pre-test: M=0.97, SD=0.50; post-test: M=1.31, SD=0.64; t(64)=4.26, p<0.05, medium to large Cohen's d=0.63) and communication (pre-test: M=0.02, SD=0.16; post-test: M=0.48, SD=0.83); t(64)=4.52, p<0.05, large Cohen's d=0.83).CONCLUSION: This study demonstrates evidence supporting the reliability and validity of scores on the BRIEF-C as good indicators of diagnostic clinical reasoning and communication shared during handovers.",
        "output": "Communication",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: Leadership models that uphold feminist qualities of mutuality, collaboration, and distribution of power can foster organizational and community success. Utilizing a systems perspective grounded in land-based analogies can assist with understanding the diversity and strength that come from entire ecosystems around wicked social issues. While Indigenous leadership models have supported such perspectives since time immemorial, current and ongoing acts of colonialism driven by patriarchal systems and violent gender-based policies and procedures have eroded matriarchal leadership models that sustained what is now known as Canada for generations. Reflections of two evolving Indigenous women in leadership note the opportunities to reawaken matriarchal values in organizational and community leadership as a powerful act of reconciliation.",
        "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: We report recent observations using a synchrotron X-ray micro-beam to retrieve images from tarnished 19th century daguerreotypes. We confirm that high quality image can always be retrieved from tarnished plates using Hg L alpha XRF as long as the bulk of the image particles and their distribution remains intact. We also report results from using tunable tender X-rays (2 - 7 keV) to conduct imaging in high vacuum at energy above the Ag L-edge and the Hg M-edge, extracting images using Ag L alpha and Hg M alpha, respectively among others (e.g., S to track corrosion). Images obtained with the surface sensitive total electron yield (TEY) and the bulk sensitive fluorescence yield (FLY) as well as corresponding micro-XANES are reported. Flux tolerance to high intensity X-beam is also explored. These results and their implications for cultural heritage research are discussed. (c) 2024 The Authors. Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )",
        "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: Triethylammonium phosphate wastewater, resulting from the absorption of triethylamine (TEA) exhaust gas by phosphoric acid, poses challenges in environmental protection. In this study, a novel combined process of bipolar membrane electrodialysis (BMED) and resin adsorption (RA) was proposed. Under the optimal conditions of 50 mA/cm2 and 5 cm/s, more than 96 % of the triethylammonium phosphate in real wastewater was converted into TEA and phosphoric acid during the BMED processes. Its current efficiency of 47 % and an energy consumption rate of 4.26 kWh/kg TEA. Furthermore, the low-concentration wastewater from BMED could be effectively treated through D001 resin at pH 2. Desorption of TEA loaded on D001 resin could be achieved using a 6 wt% phosphoric acid produced from the BMED process, and the concentrated desorption solution could be reprocessed through BMED process. The effluent of RA process could undergo chemical precipitation, thereby contained 18 mg/L COD, 0.43 mg/L TP and less than 3 mg/L TEA, meeting the first-class A standard of the Chinese GB18918-2002 Discharge standard of pollutants for municipal wastewater treatment plant. This novel strategy offered an innovative and environmentally friendly method for recycling this type of wastewater within ecological industries.",
        "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 aims to explore the performance of suppliers in the tourism and traveling sector. Therefore, we designed a case study in a cruise hotel and developed a team of experts to evaluate the existing suppliers. To rate suppliers, a grey multi-criteria decision-making (G-MCDM) platform is built to encounter the best-performing suppliers. CRITIC (CRiteria Importance Through Inter-criteria Correlation) and CoCoSo (combined compromise solution) methods are used. The results demonstrate that Food suppliers and Interior design maintenance services are selected as the best-performing actors in supply chain while suppliers for chemical cleaning materials are is rated as the worst.",
        "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: In this research work, a novel fuzzy data transformation technique has been proposed and applied to the hormonal imbalance dataset. Hormonal imbalance is ubiquitously found principally in females of reproductive age which ultimately leads to numerous related medical conditions. Polycystic Ovary Syndrome (PCOS) is one of them. Treatment along with adopting a healthy lifestyle is advised to mitigate its consequences on the quality of life. The biological dataset of hormonal imbalance PCOS provides limited results that is whether the syndrome is present or not. Also, there are input variables that contain binary responses only, to deal with this conundrum, a novel fuzzy data transformation technique has been developed and applied to them thus leading to their fuzzy transformation which provides a broader spectrum to diagnose PCOS. Due to this, the output variable has also been transformed. Hence, a novel fuzzy transformation technique has been employed due to the limitation of the dataset leading to the transition of binary classification output into three classes. An adaptive fuzzy machine learning logic model is developed in which the inference of the transformed biological dataset is performed by the machine learning techniques that provide the fuzzy output. Machine learning techniques have also been applied to the untransformed biological dataset. Both implementations have been compared by computation of the relevant metrics. Machine learning employment on untransformed biological dataset provides limited results whether the syndrome is present or absent however machine learning on fuzzy transformed biological dataset provides a broader spectrum of diagnosis consisting of a third class depicting that PCOS might be present which would ultimately alert a patient to take preventive measures to minimize the chances of syndrome development in future.",
        "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: Jasbir K. Puar and Dima Srouji build upon their respective work in architecture, visual art and decolonial theory to produce a collaborative examination of colonial pathologies for Sharjah Art Biennial 15, 2023. Srouji's architecture and art practice encompass a variety of mediums that allow her to explore notions of heritage and public space in Palestine and the region. Puar is a writer and scholar whose current work focuses on settler colonial violence, disability and debility in Palestine. Their collaborative installations integrate understandings of space and planning with the contemporary politics of resistance in the context of Palestine and the surrounding region.At Sharjah Art Biennial 15, Puar and Srouji present 'Revolutionary Enclosures (Until the Apricots)' (2023), a series of household items that respond to the material conditions of lockdown, interweaving the artists' experiences of COVID-19 quarantine in Palestine and their memories of the Second Intifada (2000-2005), a major Palestinian uprising against Israel. The project reframes everyday objects emblematic of the trauma of enclosure for Palestinians as transformative matter and reservoirs of affective practices of resilience, community and caregiving: hoarded cans of tuna form the constituent parts of a radiator signifying warmth; resin apricots evoke the exchange of sustenance among neighbours; shrapnel becomes decorative wallpaper motifs; a stairwell used as shelter from air raids transforms into a communal reading space. Exploring the collective rhythms and materialities of these conditions, Srouji and Puar conjure the everyday making and remaking of the commons through and against the constraints of siege and containment.The conversation published here took place between March and September 2023, and thus predates the latest phase in the catastrophic violence that has historically defined Israel's relationship to Palestine and the Palestinians. Triggered by an unprecedented and shocking attack by Hamas on 7 October, Israel's genocidal military campaign in Gaza is not an anomaly, but in line with and part and parcel of the systematic ethnic cleansing of the Palestinians and the Apartheid system that the settler colonial state of Israel has relied on for its sustenance since 1948. The questions asked here by Maasri and Toukan, as well as the artworks discussed by Jasbir and Srouji, probe aspects of this very condition that has brought us to the unabashed genocidal violence we are now all witness to today.",
        "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: Amid a heightened focus on sustainable consumption, restaurants are increasingly adopting green practices. Yet, understanding determinants of satisfaction in green restaurants remains unexplored. Analyzing 85,337 TripAdvisor reviews from US Green Restaurant Association certified restaurants, and leveraging BERTopic and aspect-based sentiment analysis, our study reveals previously unidentified subtopics, like pet-friendly, and indicates that after food, value, and service, green attributes significantly affect satisfaction, surpassing atmosphere. Additionally, we studied ramifications of not mentioning aspects in reviews, showing an insignificant difference in satisfaction between reviews without green attributes and those with neutral sentiment scores, highlighting the importance of promoting and delivering green initiatives.",
        "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: Mohs Micrographic Surgery (MMS) is effective for treating common cutaneous malignancies, but complex repairs may often present challenges for reconstruction. This paper explores the potential of three-dimensional (3D) bioprinting in MMS, offering superior outcomes compared to traditional methods. 3D printing technologies show promise in advancing skin regeneration and refining surgical techniques in dermatologic surgery. A PubMed search was conducted using the following keywords: Three-dimensional bioprinting OR 3-D printing AND Mohs OR Mohs surgery OR Surgery. Peer-reviewed English articles discussing medical applications of 3D bioprinting were included, while non-peer-reviewed and non-English articles were excluded. Patients using 3D MMS models had lower anxiety scores (3.00 to 1.7, p<0.0001) and higher knowledge assessment scores (5.59 or 93.25% correct responses), indicating better understanding of their procedure. Surgical residents using 3D models demonstrated improved proficiency in flap reconstructions (p=0.002) and knowledge assessment (p=0.001). Additionally, 3D printing offers personalized patient care through tailored surgical guides and anatomical models, reducing intraoperative time while enhancing surgical. Concurrently, efforts in tissue engineering and regenerative medicine are being explored as potential alternatives to address organ donor shortages, eliminating autografting needs. However, challenges like limited training and technological constraints persist. Integrating optical coherence tomography with 3D bioprinting may expedite grafting, but challenges remain in pre-printing grafts for complex cases. Regulatory and ethical considerations are paramount for patient safety, and further research is needed to understand long-term effects and cost-effectiveness. While promising, significant advancements are necessary for full utilization in MMS.",
        "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 objective of this study is to provide an analysis of the processes involved in the construction of the perception of a cross-border sustainable tourism destination image in peripheral regions. The research presented was conducted using an empirical approach that merges qualitative and quantitative techniques. The main results of this study include the identification of the key components that contribute to the formation of the image of a sustainable cross-border tourist destination in the region encompassing Alcoutim (Portugal) and Sanlucar de Guadiana (Spain).",
        "output": "Geography",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: The research focuses on analyzing the production techniques and materials of a Roman paint-plastered ceiling from a Late Antique Roman villa near Negrar (Verona, Italy), recently uncovered. Stylistic features of the decoration, found in reworked collapse debris during the villa's excavation, date the ceiling to the original construction phase in the 4(th) century CE. The paper presents the protocol we adopted for recovering and analyzing the painted decoration of the villa, which was in-laboratory recomposed in its original layout after a meticulous and systematic retrieval of fragmented materials. Microsamples of mortar and pigment were then taken to fully reconstruct the execution technique and raw materials used in the paint-plastered ceiling, detailing the application of the tectorium and pigment preparation. Mortar samples were analyzed to define preparatory layer properties, using various analytical techniques including Transmitted-Light Polarized Optical Microscopy (TL-OM) and Scanning Electron Microscopy with Energy Dispersive X-Ray Analysis (SEM-EDS). Optical reflected-light microscopy detected guide incisions on the preparatory mortar, while Reflected-Light Optical Microscopy (RL-OM) revealed the microstratigraphy of pictorial micro-layers. Micro-samplings of painted decorations were conducted to define pigment palettes, determining their mineralogical composition through X-Ray Powder Diffraction (XRPD) analysis coupled with micro-Raman analyses for the determination of carbon-based compounds. The research aims to establish a comprehensive protocol for future endeavors, integrating archaeological reassembly with precise micro-analyses of pigments and mortars, deciphering the intricate layout of ancient, fragmented decorations. This study is the first of its kind in Northern Italy, overcoming challenges posed by fragmented and reworked artifacts in previous research, enabling detailed analytical studies like those conducted here. Moreover, this study of the paint-plastered ceiling of the Late Roman villa of Negrar aims to provide a new impulse for the knowledge of Late Antique painting techniques and materials, which were only marginally considered within Roman painting tradition so far.",
        "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: Trace metal soil contamination poses significant risks to human health and ecosystems, necessitating thorough investigation and management strategies. Researchers have increasingly utilized advanced techniques like remote sensing (RS), geographic information systems (GIS), geostatistical analysis, and multivariate analysis to address this issue. RS tools play a crucial role in collecting spectral data aiding in the analysis of trace metal distribution in soil. Spectroscopy offers an effective understanding of environmental contamination by analyzing trace metal distribution in soil. The spatial distribution of trace metals in soil has been a key focus of these studies, with factors influencing this distribution identified as soil type, pH levels, organic matter content, land use patterns, and concentrations of trace metals. While progress has been made, further research is needed to fully recognize the potential of integrated geospatial imaging spectroscopy and multivariate statistical analysis for assessing trace metal distribution in soils. Future directions include mapping multivariate results in GIS, identifying specific anthropogenic sources, analyzing temporal trends, and exploring alternative multivariate analysis tools. In conclusion, this review highlights the significance of integrated GIS and multivariate analysis in addressing trace metal contamination in soils, advocating for continued research to enhance assessment and management strategies.",
        "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: Delivering difficult news to families is an essential but challenging skill. Pediatric trainees report limited confidence in this skill and perform poorly in simulation. We implemented the American Academy of Pediatrics (AAP) Resilience Curriculum and evaluated performance and self-efficacy in delivering difficult news.METHODS: The AAP Resilience Curriculum, using the SPIKES (Set-up, Perception, Invitation, Knowledge, Empathy, and Summary) framework, was taught to pediatric fellows. Fellows' performance during simulations with standardized patients before and after curriculum implementation was scored with a SPIKES checklist. Pre- and post-test surveys assessed self-efficacy in delivering difficult news.RESULTS: Fellows (n=19) significantly improved their performance in delivering difficult news, increasing the median SPIKES checklist scores from 78% to 90% completion (P<0.001). Pediatric fellows (n=35) reported improved confidence from 3.4/5 to 3.9 (P=0.01).CONCLUSIONS: Pediatric fellows demonstrated significant improvement in their ability to deliver difficult news during a simulated patient encounter and reported increased self-efficacy in delivering difficult news.",
        "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: Metallic nanomaterials (MNMs) possess unique properties that have led to their widespread application in fields such as electronics and medicine. However, concerns about their interactions with environmental factors and potential toxicity to aquatic life have emerged. There is growing evidence suggesting MNMs can have detrimental effects on aquatic ecosystems, and are potential for bioaccumulation and biomagnification in the food chain, posing risks to higher trophic levels and potentially humans. While many studies have focused on the general ecotoxicity of MNMs, fewer have delved into their trophic transfer within aquatic food chains. This review highlights the ecotoxicological effects of MNMs on aquatic systems via waterborne exposure or dietary exposure, emphasizing their accumulation and transformation across the food web. Biomagnification factor (BMF), the ratio of the contaminant concentration in predator to that in prey, was used to evaluate the biomagnification due to the complex nature of aquatic food chains. However, most current studies have BMF values of less than 1 indicating no biomagnification. Factors influencing MNM toxicity in aquatic environments include nanomaterial properties, ion variations, light, dissolved oxygen, and pH. The multifaceted interactions of these variables with MNM toxicity remain to be fully elucidated. We conclude with recommendations for future research directions to mitigate the adverse effects of MNMs in aquatic ecosystems and advocate for a cautious approach to the production and application of MNMs.",
        "output": "Demography",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: OBJECTIVE: Reports on long-term outcomes of surgical aortic valve replacement (AVR) for patients aged<60years are scarce in Japan. Hence, we aimed to evaluate these outcomes in patients aged<60years.METHODS: Between March 2000 and December 2020, 1477 patients underwent aortic valve replacement. In total, 170 patients aged<60years who underwent aortic valve replacement were recruited. Patients aged<18years were excluded. Patient data collected from the operative records and follow-up assessments were reviewed.RESULTS: The mean age was 49\u00b19years, and 64.1% of patients were male. One-hundred-and-fifty-two patients (89.4%) underwent aortic valve replacement with a mechanical valve and 18 (10.6%) with a bioprosthetic valve. The mean follow-up period was 8.1\u00b15.5years. No operative mortality occurred, and in-hospital mortality occurred in one patient (0.6%). Ten late deaths occurred, with seven cardiac-related deaths. The overall survival rate was 95.4\u00b11.7%, 93.9\u00b12.3%, 90.6\u00b13.9%, and 73.2\u00b111.8% at 5, 10, 15, and 20years, respectively. Freedom from major bleeding was 96.4\u00b11.6% at 5, 10, and 15years, and 89.0\u00b17.3% at 20years. Freedom from thromboembolic events was 98.7\u00b11.3%, 97.3\u00b11.9%, 90.5\u00b14.5%, and 79.0\u00b111.3% at 5, 10, 15, and 20years, respectively. Freedom from valve-related reoperation was 99.4\u00b10.6% at 5years, 97.8\u00b11.7% at 10 and 15years, and 63.9\u00b114.5% at 20years.CONCLUSIONS: Patients aged<60years undergoing aortic valve replacement with a high mechanical valve implantation rate had favorable long-term outcomes.",
        "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: 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": "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: Many Veterans who served in Iraq and Afghanistan struggle with posttraumatic stress disorder (PTSD) and the effects of traumatic brain injuries (TBI). Some people with a history of TBI report a constellation of somatic, cognitive, and emotional complaints that are often referred to as postconcussive symptoms (PCS). Research suggests these symptoms may not be specific to TBI. This study examined the impact of PTSD treatment on PCS in combat Veterans seeking treatment for PTSD. As part of a larger randomized control trial, 198 Operation Iraqi Freedom, Operation Enduring Freedom, Operation New Dawn (OIF/OEF/OND) Veterans with PTSD received Prolonged Exposure Therapy, sertraline, or the combination. Potential deployment related TBI, PCS, PTSD and depression symptoms were assessed throughout treatment. Linear mixed models were used to predict PCS change over time across the full sample and treatment arms, and the association of change in PTSD and depression symptoms on PCS was also examined. Patterns of change for the full sample and the subsample of those who reported a head injury were examined. Results showed that PCS decreased with treatment. There were no significant differences across treatments. No significant differences were found in the pattern of symptom change based on TBI screening status. Shifts in PCS were predicted by change PTSD and depression. Results suggest that PCS reduced with PTSD treatment in this population and are related to shift in depression and PTSD severity, further supporting that reported PCS symptoms may be better understood as non-specific symptoms.",
        "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: Primatologist who brought animals and humans a little closer.",
        "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 Homa Peninsula, in southwestern Kenya, continues to yield insights into Oldowan hominin landscape behaviors. The Late Pliocene locality of Nyayanga (3-2.6Ma) preserves some of the oldest Oldowan tools. At the Early Pleistocene locality of Kanjera South (2Ma) toolmakers procured a diversity of raw materials from over 10km away and strategically reduced them in a grassland-dominated ecosystem. Here, we report findings from Sare-Abururu, a younger (1.7Ma) Oldowan locality approximately 12km southeast of Kanjera South and 18km east of Nyayanga. Sare-Abururu has yielded 1754 artifacts in relatively undisturbed low-energy silts and sands. Stable isotopic analysis of pedogenic carbonates suggests that hominin activities were carried out in a grassland-dominated setting with similar vegetation structure as documented at Kanjera South. The composition of a nearby paleo-conglomerate indicates that high-quality stone raw materials were locally abundant. Toolmakers at Sare-Abururu produced angular fragments from quartz pebbles, representing a considerable contrast to the strategies used to reduce high quality raw materials at Kanjera South. Although lithic reduction at Sare-Abururu was technologically simple, toolmakers proficiently produced cutting edges, made few mistakes and exhibited a mastery of platform management, demonstrating that expedient technical strategies do not necessarily indicate a lack of skill or suitable raw materials. Lithic procurement and reduction patterns on the Homa Peninsula appear to reflect variation in local resource contexts rather than large-scale evolutionary changes in mobility, energy budget, or toolmaker cognition.",
        "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: Alzheimer's disease (AD) patients show age-related decreases in the ability to perform activities of daily living and the decline in these activities is related to the severity of neurobiological deterioration underlying the disease. The 5xFAD mouse model of AD shows age-related impairments in sensory- motor and cognitive function, but little is known about changes in species-typical behaviours that may model activities of daily living in AD patients. Therefore, we examined species-typical behaviours used as indices of exploration (rearing) and compulsivity (grooming) across six tests of anxiety-like behaviour or motor function in female 5xFAD mice from 3 to 16 months of age. Robust decreases in rearing were found in 5xFAD mice across all tests after 9 months of age, although few differences were observed in grooming. A fine-scale analysis of grooming, however, revealed a previously unresolved and spatially restricted pattern of grooming in 5xFAD mice at 13-16 months of age. We then examined changes in species-typical behaviours in the home-cage, and show impaired nest building in 5xFAD mice at all ages tested. Lastly, we examined the relationship between reduced species typical behaviours in 5xFAD mice and the presentation of freezing behaviour, a commonly used measure of memory for conditioned fear. These results showed that along with cognitive and sensory-motor behaviour, 5xFAD mice have robust age-related impairments in species-typical behaviours. Therefore, species typical behaviours in 5xFAD mice may help to model the decline in activities of daily living observed in AD patients, and may provide useful behavioural phenotypes for evaluating the pre-clinical efficacy of novel therapeutics for AD.",
        "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: Reviewed by Matthijs Metselaar, a specialist in fish health and production.",
        "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: In forensic science, glyphosate (GLYP) and glufosinate (GLUF), a class of non-selective broad-spectrum herbicides, have been frequently encountered in many fatal poisoning and suicide cases due to their widespread availability. Therefore, it is essential to develop an effective method for detecting these compounds. Some conventional methods, such as gas chromatography-mass spectrometry (GC-MS) or liquid chromatography-mass spectrometry (LC-MS), have been reported to detect these compounds. However, these methods are not ideal for their time-consuming and non-sensitive feature. Herein, probe electrospray ionization (PESI) tandem mass spectrometry (MS/MS), a fast and sensitive technique, was applied for the determination of GLYP and GLUF in human blood, which can obtain analytical results within 0.5 min without derivatization and chromatographic separation. After protein precipitation of blood samples, the supernatant was mixed with isopropanol and ultra-pure water (1:1 v/v). Then, 8 muL of the mixture was introduced into the plastic sample plate for PESI-MS/MS analysis. The limits of detection (LODs) of the method were 0.50 mug/mL and 0.25 mug/mL for two analytes, and the limits of quantitation (LOQs) were both 1.00 mug/mL, which are higher than the concentration of reported poisoning and fatal cases. In the linear range of 1-500 mug/mL, the regression coefficients (r2) for GLYP and GLUF were over 0.99. The matrix effects ranged from 94.8 % to 119.5 %, and the biases were below 4.3 %. The recoveries ranged between 84.8 % and 107.4 %, and the biases were below 7.6 %. Meanwhile, the method was effectively utilized to detect and quantify the blood, urine, and other samples. Consequently, the results suggest that PESI-MS/MS is a straightforward, fast, and sensitive method for detecting GLUF and GLYP in forensics. In the future, PESI-MS/MS will become an indispensable technique for polar substances in grassroots units of public security where rapid detection is essential.",
        "output": "Economics",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: BACKGROUND: The COVID-19 pandemic has highlighted the importance of designing effective trade recovery measures in response to global health events (GHEs). This study combines international trade risk management theory and multi-case comparative analysis of past GHEs to present a theoretical framework for designing national trade recovery measures for future events.RESULTS: The research finds that during GHEs, trade risks shift to fundamental uncertainty, requiring spatial-temporal-subject dimension recovery measures. The study suggests changing the focus of trade recovery policy design from emergency-oriented and single-dimension measures to reserve-oriented and enduring-effect measures of comprehensive dimensions at micro- and macroeconomic levels.CONCLUSION: The study contributes to the debate on managing trade risks in times of crisis, where there is a need to develop effective trade recovery measures that account for the complexities of global trade and the unique challenges of GHEs. The findings provide practical guidance for trade officials and policymakers to design measures in response to GHEs to improve a country's overall trade recovery.",
        "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: This review aimed to quantify the impact of socioeconomic status on functional outcomes from stroke and identify the socioeconomic status indicators that exhibit the highest magnitude of association.METHODS AND RESULTS: We performed a systematic literature search across Medline and Embase from inception to May 2022, to identify observational studies (n\u2265100, and in English). Risk of bias was assessed using the modified Newcastle Ottawa Scale. Random effects meta-analysis was used to pool data. We included 19 studies (157715 patients, 47.7% women) reporting functional outcomes measured with modified Rankin Scale or Barthel index, with 10 assessed as low risk of bias. Measures of socioeconomic status reported were education (11 studies), income (8), occupation (4), health insurance status (3), and neighborhood socioeconomic deprivation (3). Pooled data suggested that low socioeconomic status was significantly associated with poor functional outcomes, including incomplete education or below high school level versus high school attainment and above (odds ratio [OR], 1.66 [95% CI, 1.40-1.95]), lowest income versus highest income (OR, 1.36 [95% CI, 1.02-1.83]), a manual job/being unemployed versus a nonmanual job/working (OR, 1.62 [95% CI, 1.29-2.02]), and living in the most disadvantaged socioeconomic neighborhood versus the least disadvantaged (OR, 1.55 [95% CI, 1.25-1.92]). Low health insurance status was also associated with an increased risk of poor functional outcomes (OR, 1.32 [95% CI, 0.95-1.84]), although this was association was not statistically significant.CONCLUSIONS: Despite great strides in stroke treatment in the past decades, social disadvantage remains a risk factor for poor functional outcome after an acute stroke. Further research is needed to better understand causal mechanisms and disparities.",
        "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 key to controlling environmental pollution is to promote green innovation in relevant enterprises and achieve a healthy development of the environmental governance system. This paper constructs a tripartite evolutionary game model of environmental protection enterprises, polluting enterprises, and governments, and conducts in-depth research on the influencing factors that promote green innovation in two types of enterprises. MATLAB software is used to analyze the impact of different degrees of influencing variables on system evolution. It has found that (1) increasing the intensity of environmental governance and the level of innovation subsidies by the government can effectively promote green innovation in both types of enterprises. (2) The varying degrees of innovation compensation from polluting enterprises to environmental protection enterprises have a significant impact on system evolution. (3) The initial intention and population size of two types of enterprise entities will have a significant impact on system evolution. In the initial state, subjects with more green innovation are less willing to change their strategies during the evolution process, while the willingness of the other party to green innovation will be suppressed.",
        "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: This study investigates the intricate and enduring interplay of historical events, human activities, and natural processes shaping the landscape of North European Plain in western Poland over 230years. Topographic maps serve as reliable historical data sources to quantify changes in forest, grassland, and wetland areas, scrutinizing their fragmentation and persistence. The primary objectives are to identify the permanent areas of the landscape and propose a universal cartographic visualization method for effectively mapping these changes. Using topographic maps and historical data, this research quantifies land cover changes, especially in forest, grassland, and wetland areas. With the help of retrogressive method we process raster historical data into vector-based information. Over time, wetlands experienced a substantial reduction, particularly in 1960-1982, attributed to both land reclamation and environmental factors. Grassland areas fluctuated, influenced by wetland and drier habitat dynamics. Fragmentation in grassland areas poses biodiversity and ecosystem health concerns, whereas forested areas showed limited fluctuations, with wetland forests nearly disappearing. These findings highlight wetland ecosystems' sensitivity to human impacts and emphasize the need to balance conservation and sustainable development to preserve ecological integrity. This study advances landscape dynamics understanding, providing insights into historical, demographic, economic, and environmental transformations. It underscores the imperative for sustainable land management and conservation efforts to mitigate human impacts on ecosystems and biodiversity in the North European Plain.",
        "output": "History",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: BACKGROUND: Evidence on the effects of plantar intrinsic foot muscle exercise in older adults remains limited. This study aimed to evaluate the effect of an integrated intrinsic foot muscle exercise program with a novel three-dimensional printing foot core training device on balance and body composition in community-dwelling adults aged 60 and above.METHODS: A total of 40 participants aged\u226560 years were enrolled in this quasi-experimental, single-group, pretest-posttest design; participants were categorized into two groups, those with balance impairment and those without balance impairment. The participants performed a 4-week integrated intrinsic foot muscle exercise program with a three-dimensional printing foot core training device. The short physical performance battery (SPPB) and timed up and go test were employed to evaluate mobility and balance. A foot pressure distribution analysis was conducted to assess static postural control. The appendicular skeletal muscle mass index and fat mass were measured by a segmental body composition monitor with bioelectrical impedance analysis. The Wilcoxon signed rank test was used to determine the difference before and after the exercise program.RESULTS: Among the 40 enrolled participants (median age, 78.0 years; female, 80.0%; balance-impaired group, 27.5%), the 95% confidence ellipse area of the center of pressure under the eyes-closed condition was significantly decreased (median pretest: 217.3, interquartile range: 238.4; median posttest: 131.7, interquartile range: 199.5; P=0.001) after the exercise. Female participants without balance impairment demonstrated a significant increase in appendicular skeletal muscle mass index and a decrease in fat mass. Participants in the balance-impaired group exhibited a significant increase in SPPB.CONCLUSIONS: Integrated intrinsic foot muscle exercise with a three-dimensional printing foot core training device may improve balance and body composition in adults aged 60 and above.TRIAL REGISTRATION: ClinicalTrials.gov ID: NCT05750888 (retrospectively registered 02/03/2023).",
        "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 bronze mirrors from the Zonglvcheng cemetery in Linzi city, the unique bronze mirror production centre of the Western Han dynasty (WHD, 202 BCE-8 CE), were subjected to scientific examinations. Compositional and lead isotope ratio analyses on 41 bronze mirrors from different periods of WHD were conducted. For the first time, a mirror made of pure lead and another one made with highly radiogenic lead were identified. The compositional analysis revealed a roughly stable copper-tin-lead ratio of 14:5:1 for mirrors, providing insights into the standardised mirror production. The interpretation of isotope ratios was done by combining characteristic parameters and kernel density estimate methods, compiling a wide range of published data for comparison to mitigate the detrimental effects of the overlap effect. The results indicate that the majority of mirrors were produced within Linzi city, but their lead sources were likely from the Xiaoqinling metallogenic belt controlled by the Han Empire rather than local to Shandong province. This study demonstrates that changes in the alloy compositions and ore sources for bronze mirrors and other objects with time were influenced by state-intervention economic policies, providing a new perspective for the study of technical and economic history during the WHD.",
        "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: Diabetes mellitus, a metabolic disease characterized by hyperglycemia, has been witnessed as a rapidly escalating worldwide health crisis. China currently had 140.9 million diabetic population in 2021, which was the largest globally. DM has witnessed a significant surge in the past few decades, leading to an alarming rise in the overall burden caused by this disease. To monitor the near real-time DM prevalence and the consumption of first-line anti-diabetic drugs, a wastewater-based epidemiology (WBE) approach based on the back-calculation of metformin concentration was implemented in 237 cities in China. The quantitative analysis of metformin in wastewater was conducted by LC-MS/MS with satisfactory results of method validation. The average concentration of metformin in wastewater was 14.07\u00b113.16mug/L, and the per capita consumption was 5.16\u00b12.08mg/day/inh, ranging from 0.90 to 10.36\u00b14.63mg/day/inh. The calculated metformin prevalence was found to be 0.52%\u00b10.28%, and the final estimated DM prevalence was 11.33%\u00b14.99%, which was nearly consistent with the result of the International Diabetes Federation survey of 9.98%. The results suggested that metformin might be one of the suitable WBE biomarkers in DM monitoring and WBE strategy could potentially enable the estimation of DM prevalence in most of Chinese cities after reasonable correction of associated parameters.",
        "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: BACKGROUND: According to the German Physiotherapy Education and Qualification Regulations, teaching of anatomical structures is one of the fundamental subjects of physiotherapy education. Besides exhibits and models, anatomy atlases are usually used as teaching and learning tools. These are available in both analog form such as printed books or in digital form as a mobile application. Furthermore, the use of digital teaching and learning tools is steadily increasing within the education of health professionals.AIM: To assess the efficacy of a digital educational tool in contrast to an analog anatomical atlas in acquiring knowledge about anatomical structures.MATERIAL AND METHOD: The data collection took place in the context of an anatomy tutorial for students of the bachelor's degree program in physiotherapy. In a cross-over design, the students completed two learning assignments, each, with different learning materials provided, either with an anatomy app on a tablet or with an anatomy atlas as a book. The tests to assess the newly acquired knowledge immediately after the task, consisted of questions about the anatomical structures of the knee as well as the shoulder. In addition, the students' satisfaction with the learning materials provided was surveyed using a questionnaire. The survey assessed their satisfaction, their assessment of learning success, and their affinity to digital learning materials. This was done using a 5-point Likert scale and a free-text field. The data was analyzed descriptively, and group differences were calculated using a t-tests.RESULTS: Thirty students participated. The group comparison showed a significantly better outcome for the group that prepared with the analog anatomy atlas for the questions on the knee than the comparison group that used the anatomy app (t(28)=2.6; p=0.007). For the questions concerning the shoulder, there was no significant difference between the digital and analog groups (t(28)=1.14; p=0.26). The questionnaire revealed that satisfaction with the analog anatomy atlas was significantly higher than with the anatomy app. A total of 93.34% rated their experience with the analog learning tool at least somewhat satisfied. In contrast, 72.67% of students partially or fully agreed that they enjoyed learning with digital learning tools.DISCUSSION: Learning anatomical structures with the Human Anatomy Atlas 2023+app did not show a clear advantage when compared to an anatomy book in these two cohorts of physiotherapy students. The results of the questionnaire also showed greater satisfaction with the analog anatomy atlas than with the anatomy app, whereas most students stated that they frequently use digital learning tools, including some for anatomical structures. Satisfaction with the learning tool seems to play a central role in their effectiveness. In addition, sufficient time must be provided for users to familiarize themselves with the user interface of digital applications to use them effectively.REGISTRATION: Diese klinische Studie wurde nicht in einem Studienregister registriert.",
        "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 describes the organization, operation, and contents of the Virtual Historical Archive of the Faculty of Psychology, University of Buenos Aires, Argentina. The organization of this archive started in 2008, as part of the activities planned by the Chair II of History of Psychology, and gained the support of the Faculty of Psychology. From its beginnings to the present, several documentary sources and materials related to the history of psychology in Argentina have been incorporated. It currently contains six thematic sections and three special collections, and it is expected that in the future it will be extended to other thematic areas. (PsycInfo Database Record (c) 2024 APA, all rights reserved).",
        "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: OBJECTIVES: In middle-income countries, poor physician-patient communication remains a recognized barrier to enhancing healthcare quality and patient satisfaction. This study investigates the influence of provider-patient communication skills on healthcare quality and patient satisfaction in the rural primary healthcare setting in China.METHODS: Data were collected from 504 interactions across 348 rural primary healthcare facilities spanning 21 counties in three provinces. Using the Standardized Patient method, this study measured physician-patient communication behaviors, healthcare quality, and patient satisfaction. Communication skills were assessed using the SEGUE questionnaire framework. Multivariate linear regression models and multivariate logistic regression models, accounting for fixed effects, were employed to evaluate the impact of physicians' communication skills on healthcare quality and patient satisfaction.RESULTS: The findings indicated generally low provider-patient communication skills, with an average total score of 12.2\u00b12.8 (out of 24). Multivariate regression models, which accounted for physicians' knowledge and other factors, demonstrated positive associations between physicians' communication skills and healthcare quality, as well as patient satisfaction (P<0.05). Heterogeneity analysis revealed stronger correlations among primary physicians with lower levels of clinical knowledge or more frequent training.CONCLUSION: This study emphasizes the importance of prioritizing provider-patient communication skills to enhance healthcare quality and patient satisfaction in rural Chinese primary care settings. It recommends that the Chinese government prioritize the enhancement of provider-patient communication skills to improve healthcare quality and patient satisfaction.",
        "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: Across 133 confirmed mpox zoonotic index cases reported during 1970-2021 in Africa, cases occurred year-round near the equator, where climate is consistent. However, in tropical regions of the northern hemisphere under a dry/wet season cycle, cases occurred seasonally. Our findings further support the seasonality of mpox zoonotic transmission risk.",
        "output": "History",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: BACKGROUND: Despite a world-leading educational system, an achievement gap in educational outcomes exists between children of refugee background and native-born peers in Finland. To offer targeted support for children at schools, we need to be able to reliably assess and understand the interplay of the aspects of children's cognitive, social, and mental health functions that may explain the underachievement of refugee children. This study tests a novel research-based, universally applicable screening battery for evaluating cognitive, social, and mental health functioning of children at schools and planning supportive actions. It aims to answer research questions about a) the cognitive, social, and mental health functioning of refugee children compared with non-refugee immigrant and native-born children, b) the interplay of these different functions among refugee and other children,c) whether implementing a screening battery can inform schools in planning supportive actions for (refugee) children, and d) whether such supportive actions result in improvements in cognitive, social, and mental health functioning.METHODS: Four hundred fifty children aged 10-12 will be recruited from primary schools, including 150 children of refugee background, 150 of non-refugee immigrant background, and 150 native-born Finnish children. A screening battery including tasks and questionnaires on different aspects of cognitive, social, and mental health functioning will be used to assess the children in their classrooms at the start and end of a school year. Supporting information will also be collected from parents and teachers. The information gathered will be collated into class-level feedback reports for teachers and, with parental permission, individualized reports for multiprofessional student welfare bodies, for informing supportive actions. Correlational and latent profile analyses, ANOVAs, and linear regression will be used to answer the research questions.DISCUSSION: This study will help clarify how the interplay of cognitive, social, and mental health factors may explain underachievement at school among refugee children. It will provide evidence about the extent to which a standardized screening battery could be helpful in informing and planning supportive actions for children at schools, and whether such supportive actions can lead to positive cognitive, social, or mental health outcomes.TRIAL REGISTRATION: The study will be preregistered on the Open Science Framework.",
        "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: Devolution and decentralisation policies involving health and other government sectors have been promoted with a view to improve efficiency and equity in local service provision. Evaluations of these reforms have focused on specific health or care measures, but little is known about their full impact on local health systems. We evaluated the impact of devolution in Greater Manchester (England) on multiple outcomes using a whole system approach. We estimated the impact of devolution until February 2020 on 98 measures of health system performance, using the generalised synthetic control method and adjusting for multiple hypothesis testing. We selected measures from existing monitoring frameworks to populate the WHO Health System Performance Assessment framework. The included measures captured information on health system functions, intermediatory objectives, final goals, and social determinants of health. We identified which indicators were targeted in response to devolution from an analysis of 170 health policy intervention documents. Life expectancy (0.233 years, S.E. 0.012) and healthy life expectancy (0.603 years, S.E. 0.391) increased more in GM than in the estimated synthetic control group following devolution. These increases were driven by improvements in public health, primary care, hospital, and adult social care services as well as factors associated with social determinants of health, including a reduction in alcohol-related admissions (-110.1 admission per 100,000, S.E. 9.07). In contrast, the impact on outpatient, mental health, maternity, and dental services was mixed. Devolution was associated with improved population health, driven by improvements in health services and wider social determinants of health. These changes occurred despite limited devolved powers over health service resources suggesting that other mechanisms played an important role, including the allocation of sustainability and transformation funding and the alignment of decision-making across health, social care, and wider public services in the region.",
        "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: Rather than confining the investigation solely to intentions, as typically done within the unifinality paradigm (e.g. Structural Equation Modeling with prespecified hypotheses), this paper extends the traditional approach by delving into the actual behaviors of tourists through diverse pathways. Employing mixed methods, we aim to uncover potential explanations for the formation of green behavioral patterns among tourists. While our findings reveal a limited variance in behavior explained solely by intention, it is imperative to recognize the critical role of intention as a significant determinant of behavior, as supported by our empirical 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: 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": "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: Recent research on human exploitation of molluscs, echinoderms and crustaceans during the Mesolithic in the Cantabrian region (northern Iberia) has shown significant variability in the intensity of the use of coastal resources by the last hunter-fisher-gatherers throughout the similar to 4000-year expanse of the Mesolithic (10,700 - 6,700 cal BP). Previous studies have proposed hypotheses related to demographic changes to explain intensification events. In this paper we aim to unravel whether climatic and environmental changes, or other social factors, such as demography, were involved in the increase in the use of marine resources at certain times. We employed species representation, quantification and biometric analysis of the shell assemblages from the El Toral III archaeological site (Asturias, northern Iberia) to identify patterns in shell exploitation throughout the stratigraphic sequence. To establish the chronology and distinguish occupation phases of the site, we employed Bayesian modelling of radiocarbon measurements. Faunal results show that marine gastropods such as limpets of the Patella genus and topshells Phorcus lineatus (da Costa, 1778) were the most exploited species, while bivalves, echinoids and crustaceans were present in smaller quantities. The comparison of the results for El Toral III with other Mesolithic sites in the region reveals significant temporal differences in the intensity of collection of marine shell species. Results showed that intensification processes are not clearly related to climate change but to other social factors, such as demography, suggesting that intensification and relaxation in shell collection events were strategies adopted depending on the needs of the human groups at different times.",
        "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: PURPOSE: To evaluate the impact of severe acute kidney injury (AKI) on short-term mortality in patients with urosepsis.METHODS: This prospective cohort study evaluated 207 patients with urosepsis. AKI was diagnosed in accordance with the Kidney Disease Improving Global Outcomes criteria, and severe AKI was defined as stage 2 or 3 AKI. Patients were divided into two groups: patients who developed severe AKI (severe AKI group) and patients who did not (control group). The primary endpoint was all-cause mortality within 30days. The secondary endpoints were 90-day mortality and in-hospital mortality. The exploratory outcomes were the risk factors for severe AKI development.RESULTS: The median patient age was 79years. Of the 207 patients, 56 (27%) developed severe AKI. The 30-day mortality rate in the severe AKI group was significantly higher than that in the control group (20% vs. 2.0%, respectively; P<0.001). In the multivariable analysis, performance status and severe AKI were significantly associated with 30-day mortality. The in-hospital mortality and 90-day mortality rates in the severe AKI group were significantly higher than those in the control group (P<0.001 and P<0.001, respectively). In the multivariable analysis, age, urolithiasis-related sepsis, lactate values, and disseminated intravascular coagulation were significantly associated with severe AKI development.CONCLUSIONS: Severe AKI was a common complication in patients with urosepsis and contributed to high short-term mortality rates.",
        "output": "Demography",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: OBJECTIVE: To assess the health and economic outcomes of a PCV13 or PCV15 age-based (65years-and-above) vaccination program in Switzerland.INTERVENTIONS: The three vaccination strategies examined were:Target population: All adults aged 65years-and-above. Perspective(s): Switzerland health care payer.TIME HORIZON: 35years. Discount rate: 3.0%. Costing year: 2023 Swiss Francs (CHF).STUDY DESIGN: A static Markov state-transition model.DATA SOURCES: Published literature and publicly available databases or reports.OUTCOME MEASURES: Pneumococcal diseases (PD) i.e., invasive pneumococcal diseases (IPD) and non-bacteremic pneumococcal pneumonia (NBPP); total quality-adjusted life-years (QALYs), total costs and incremental cost-effectiveness ratios (CHF/QALY gained).RESULTS: Using an assumed coverage of 60%, the PCV15 strategy prevented a substantially higher number of cases/deaths than the PCV13 strategy when compared to the No vaccination strategy (1,078 IPD; 21,155 NBPP; 493 deaths). The overall total QALYs were 10,364,620 (PCV15), 10,364,070 (PCV13), and 10,362,490 (no vaccination). The associated overall total costs were CHF 741,949,814 (PCV15), CHF 756,051,954 (PCV13) and CHF 698,329,579 (no vaccination). Thus, the PCV13 strategy was strongly dominated by the PCV15 strategy. The ICER of the PCV15 strategy (vs. no vaccination) was CHF 20,479/QALY gained. In two scenario analyses where the vaccine effectiveness for serotype 3 were reduced (75% to 39.3% for IPD; 45% to 23.6% for NBPP) and NBPP incidence was increased (from 1,346 to 1,636/100,000), the resulting ICERs were CHF 29,432 and CHF 13,700/QALY gained, respectively. The deterministic and probabilistic sensitivity analyses demonstrated the robustness of the qualitative results-the estimated ICERs for the PCV15 strategy (vs. No vaccination) were all below CHF 30,000/QALYs gained.CONCLUSIONS: These results demonstrate that using PCV15 among adults aged 65years-and-above can prevent a substantial number of PD cases and deaths while remaining cost-effective over a range of inputs and scenarios.",
        "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: The importance of vaccination in combating the COVID-19 pandemic is widely acknowledged. The aim of this study was (1) to understand how one's vaccine conspiracy beliefs would influence their public health news processing, (2) to examine how specific public health news features (i.e., news frame) would influence message processing, and (3) to examine if there were any differences between Black and White participants in their message processing.METHODS: A nationwide online experiment (N=821) with a 3 (vaccine conspiracy beliefs: high vs. moderate vs. low)*2 (participants' race: Black vs. White)*2 (news frames: gain vs. loss) mixed-factorial design was conducted in the United States.RESULTS: Participants' level of vaccine conspiracy beliefs was predictive of their responses to outcome measures. Additionally, Black participants reported higher perceived message effectiveness, more favorable attitudes toward the message, and higher vaccination intentions than White participants. Furthermore, health news that emphasized vaccination benefits produced more favorable attitudes than those emphasizing losses associated with non-vaccination, especially for White participants. Lastly, participants reported more favorable attitudes toward gain-framed health news regardless of their vaccine conspiracy beliefs.CONCLUSION: It is crucial for health officials to work to find effective media message strategies to combat COVID-19 vaccine conspiracy theories and misinformation. Furthermore, this study supports the significance of health organizations' ongoing efforts to tailor public health messaging to specific racial groups, as evidenced by considerable variations in perceptions among Black and White Americans.",
        "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: Importance Entrustable professional activities (EPAs) compose a competency-based education (CBE) assessment framework that has been increasingly adopted across medical specialties as a workplace-based assessment tool. EPAs focus on directly observed behaviors to determine the level of entrustment a trainee has for a given activity of that specialty. In this narrative review, we highlight the rationale for EPAs in general surgery, describe current evidence supporting their use, and outline some of the practical considerations for EPAs among residency programs, faculty, and trainees. Observations An expanding evidence base for EPAs in general surgery has provided moderate validity evidence for their use as well as practical recommendations for implementation across residency programs. Challenges to EPA use include garnering buy-in from individual faculty and residents to complete EPA microassessments and engage in timely, specific feedback after a case or clinical encounter. When successfully integrated into a program's workflow, EPAs can provide a more accurate picture of residents' competence for a fundamental surgical task or activity compared with other assessment methods. Conclusions and Relevance EPAs represent the next significant shift in the evaluation of general surgery residents as part of the overarching progression toward CBE among all US residency programs. While pragmatic challenges to the implementation of EPAs remain, the best practices from EPA and other CBE assessment literature summarized in this review may assist individuals and programs in implementing EPAs. As EPAs become more widely used in general surgery resident training, further analysis of barriers and facilitators to successful and sustainable EPA implementation will be needed to continue to optimize and advance this new assessment framework.",
        "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: OBJECTIVE: To assess the health and economic outcomes of a PCV13 or PCV15 age-based (65years-and-above) vaccination program in Switzerland.INTERVENTIONS: The three vaccination strategies examined were:Target population: All adults aged 65years-and-above. Perspective(s): Switzerland health care payer.TIME HORIZON: 35years. Discount rate: 3.0%. Costing year: 2023 Swiss Francs (CHF).STUDY DESIGN: A static Markov state-transition model.DATA SOURCES: Published literature and publicly available databases or reports.OUTCOME MEASURES: Pneumococcal diseases (PD) i.e., invasive pneumococcal diseases (IPD) and non-bacteremic pneumococcal pneumonia (NBPP); total quality-adjusted life-years (QALYs), total costs and incremental cost-effectiveness ratios (CHF/QALY gained).RESULTS: Using an assumed coverage of 60%, the PCV15 strategy prevented a substantially higher number of cases/deaths than the PCV13 strategy when compared to the No vaccination strategy (1,078 IPD; 21,155 NBPP; 493 deaths). The overall total QALYs were 10,364,620 (PCV15), 10,364,070 (PCV13), and 10,362,490 (no vaccination). The associated overall total costs were CHF 741,949,814 (PCV15), CHF 756,051,954 (PCV13) and CHF 698,329,579 (no vaccination). Thus, the PCV13 strategy was strongly dominated by the PCV15 strategy. The ICER of the PCV15 strategy (vs. no vaccination) was CHF 20,479/QALY gained. In two scenario analyses where the vaccine effectiveness for serotype 3 were reduced (75% to 39.3% for IPD; 45% to 23.6% for NBPP) and NBPP incidence was increased (from 1,346 to 1,636/100,000), the resulting ICERs were CHF 29,432 and CHF 13,700/QALY gained, respectively. The deterministic and probabilistic sensitivity analyses demonstrated the robustness of the qualitative results-the estimated ICERs for the PCV15 strategy (vs. No vaccination) were all below CHF 30,000/QALYs gained.CONCLUSIONS: These results demonstrate that using PCV15 among adults aged 65years-and-above can prevent a substantial number of PD cases and deaths while remaining cost-effective over a range of inputs and scenarios.",
        "output": "Demography",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: The article focuses on the stratigraphy of the late Byzantine pavement of the Southwest Church, Umm el-Jimal, Jordan and the production technology of their mortars by applying thin section petrography, x-ray diffractometry (XRD) and scanning electron microscopy with energy dispersive x-ray spectrometry (SEM-EDS). Investigations revealed the similarity between the studied pavement and standard Roman mosaic pavements. The pavement consists of four layers (statumen, rudus, nucleus and bedding), but lacks the tessellatum layer. The statumen was constructed using large stones and then leveled by soil and pebbles, while the other three layers are composed of lime-based mortars formed by two different recipes. The white-beige non-hydraulic mortar of the bedding layer consists of a lime binder and aggregates of scoria and organic fibers, and a Binder:Aggregate (B:A) ratio of 1:2. The grey hydraulic mortars of the rudus and nucleus are mixtures of lime and silica-rich silt/clay, fine sand, volcanic rocks, ceramics, and charcoal; and B:A ratios of 1:4. The rudus and nucleus mortars have high values of hydraulic and cementation indices, reflecting their hydraulic properties, which most probably originated from the reaction between lime, ceramic and volcanic inclusions. In contrast, lack of ceramic and absence of the reactions between lime and scoria of the bedding layer probably produced a mortar with low values of hydraulic and cementation indices, but durable and resistant to weight load.",
        "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: Until the 17th century, the Dutch coastal region of Zeeland ranked among Europe's most urbanized areas, driven by thriving international trade networks. People living in this time of flourishing economy benefitted enormously from it in terms of employment opportunities and working conditions, which were reportedly better than in the rest of the Low Countries. However, the rapid growth of Zeeland's urban centers likely presented increasing challenges for the population in terms of accessing essential resources, including food, clean water, and housing. In the 19th century, Zeeland's economy ultimately faced a significant downturn due to the decline in the maritime trade, leading to a substantial reduction in its urban population. Examining patterns of urbanization and economic histories that differ from the commonly studied thriving industrial contexts in bioarcheological research, as exemplified by Zeeland, is a crucial yet relatively underexplored facet in our efforts to understanding the human past. To address this gap, this study investigates the impact of urbanization on the health of Zeeland's inhabitants over time by analyzing nonspecific stress markers (i.e., cribra orbitalia, porotic hyperostosis, and linear enamel hypoplasia) and chronic maxillary sinusitis in a sample of 246 individuals from three urban sites dating from 1030 to 1800 CE. Our analysis of skeletal remains reveals significant differences in the prevalence of porotic hyperostosis, linear enamel hypoplasia, and sinusitis between the medieval and post-medieval periods. These findings suggest that de-urbanization and economic decline adversely affected the health and well-being of the populations under study, influenced by factors such as working conditions and food availability. This study provides a new perspective on bioarcheological approaches to urbanization, shedding light on the intricate realities of urbanization in Zeeland and offering important insights into its complexities.",
        "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: In this article, we study the problem of recovering sparse spikes with over-parametrized projected descent. We first provide a theoretical study of approximate recovery with our chosen initialization method: Continuous Orthogonal Matching Pursuit without Sliding. Then we study the effect of over-parametrization on the gradient descent which highlights the benefits of the projection step. Finally, we show the improved calculation times of our algorithm compared to state-of-the-art model-based methods on realistic simulated microscopy data.",
        "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 collapse of a state during crises, such as large-scale wars, demands effective preventive measures. The 2014 military aggression by Russia in Ukraine triggered profound changes and emphasised the importance of strategic responses. So, the cutoff of Russian aggression was facilitated by the coordinated interaction of state authorities and local government and the increased autonomy of local government at the grassroots level, as a result of the successful decentralisation reform in Ukraine. After the full-scale Russian invasion in February 2022, the local government played a vital role in sustaining Ukrainian cities and villages. This paper examines local government operations in active conflict zones and during occupation, assessing their preparedness for military actions. It delves into the unique challenges faced and necessary post-war adjustments. Through in-depth interviews in the war-affected Kharkiv region and secondary sources, we illuminate crisis management within local government during wartime in Ukraine. Therefore, this study highlights the crucial role of local government bodies in addressing the issues of local residents during a wartime crisis.",
        "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 use of soil microarthropods as indicators of soil pollution in home gardens of an industrial area has been covered in this study. Soil samples were collected from 25 home gardens in three zones in Eloor during summer and North East monsoon from 2014 to 2018, for the study of soil microarthropods, soil properties, soil nutrients, and trace elements. The relationships among QBS-ar, microarthropod abundance, soil properties, and soil nutrients, were used to estimate the pollution hazard of the industrial area. The microarthropods present in the study area were Coleoptera, Hymenoptera, Diplopoda, and Araneae. A prominent study area feature was the absence of Collembola and Acari. The QBS-ar index score in these regions showed that the home gardens located adjacent to the industrial area showed low soil quality, with soil quality class values ranging from 1 to 2 throughout the study period. Discriminant analysis of soil nutrients with soil properties and microarthropod abundance showed that in Zone 1 and Zone 2, the data in 2018 was very well discriminated compared to other years. The hazard assessment in the Eloor region showed various levels of hazard zonation: Zone 1 with high-hazard and medium-hazard areas, Zone 2 with medium-hazard areas, and Zone 3 with low- and medium-hazard areas. The study is one of the first kinds that have used QBS-ar scores and soil properties along with soil nutrients and trace elements for estimating the level of hazard in home garden agroecosystems and thus points to an easy, simple, and practical approach in the monitoring and management of soil ecosystems.",
        "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 development of digital technology and the sharing economy has extended corporations' innovative activities beyond the corporation's boundaries, so it has become more urgent to govern the lack of social responsibility and alienation of platform corporations from the perspective of social agents. First, the platform's CSR classification and social responsibility governance's main content are analyzed in this research. Then, this study uses government agencies, platform corporations, users, and the public as governance subjects and compares governance decisions with and without public and user oversight. Finally, the optimal balance strategy for each governing subject, the optimal trajectory of governance volume, and the trajectory of total revenue are obtained. The study found that: 1) Public and user supervision can improve the governance volume while encourage the governance motivation of government agencies and platform corporations. 2) The level of user supervision effort has a greater impact on the total governance revenue than public supervision. 3) The revenue of the system and the governance volume are greater in a centralized decision-making process, indicating that those involved should co-operate in governance based on the principle of mutual benefit. 4) The platform corporation has an incompatible but unified relationship between its social duty and financial success.",
        "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 psychology of vaccination behaviour explains how thoughts and feelings influence people's willingness to receive vaccines. Understanding vaccination behaviour is crucial to successfully managing vaccination campaigns.AIM: Investigating factors associated with immunisation stress among students at Mohammed First University.SETTING: This study was conducted on students at Mohammed First University institutions.METHODS: This study is a descriptive and analytical cross-sectional study. It was conducted on 305 students at Mohammed First University institutions using a 90-item questionnaire.RESULTS: Three hundred and five participants have been included in this survey. Overall, 65.5% of the students in our sample had a positive perception towards COVID-19 vaccines. Nevertheless, 34.5% had a negative opinion regarding immunisation. According to the analysis of perceived stress scale, 40% (n = 122) of students expressed moderate to high stress regarding vaccination. Students with a negative perception of vaccine showed a higher level of stress than those with a positive one. Stressed students tended to be older than others, coming from other institutions, other than the medical faculty, and were renting alone. Vaccine accessibility was the less significant reason associated with stress regarding vaccination. Moreover, participants with high levels of confidence in social media, exhibited higher stress. Nevertheless, those who believed in scientific journals were significantly less stressed.CONCLUSION: These results reflect a positive perception and acceptance of vaccines, with a considerable level of stress regarding vaccination.Contribution: This study suggests emphasising the mental health of Moroccan young adults, to better sensitise and inform them about immunisation.",
        "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: Importance Arterial hypoxemia, electrolyte imbalances, and periodic breathing increase the vulnerability to cardiac arrhythmia at altitude. Objective To explore the incidence of tachyarrhythmias and bradyarrhythmias in healthy individuals at high altitudes. Design, Setting, and Participants This prospective cohort study involved healthy individuals at altitude (8849 m) on Mount Everest, Nepal. Recruitment occurred from January 25 to May 9, 2023, and data analysis took place from June to July 2023. Exposure All study participants underwent 12-lead electrocardiogram, transthoracic echocardiography, and exercise stress testing before and ambulatory rhythm recording both before and during the expedition. Main Outcome The incidence of a composite of supraventricular (>30 seconds) and ventricular (>3 beats) tachyarrhythmia and bradyarrhythmia (sinoatrial arrest, second- or third-degree atrioventricular block). Results Of the 41 individuals recruited, 100% were male, and the mean (SD) age was 33.6 (8.9) years. On baseline investigations, there were no signs of exertional ischemia, wall motion abnormality, or cardiac arrhythmia in any of the participants. Among 34 individuals reaching basecamp at 5300 m, 32 participants climbed to 7900 m or higher, and 14 reached the summit of Mount Everest. A total of 45 primary end point-relevant events were recorded in 13 individuals (38.2%). Forty-three bradyarrhythmic events were documented in 13 individuals (38.2%) and 2 ventricular tachycardias in 2 individuals (5.9%). Nine arrhythmias (20%) in 5 participants occurred when climbers were using supplemental bottled oxygen, whereas 36 events (80%) in 11 participants occurred at lower altitudes when no supplemental bottled oxygen was used. The proportion of individuals with arrhythmia remained stable across levels of increasing altitude, while event rates per 24 hours numerically increased between 5300 m (0.16 per 24 hours) and 7300 m (0.37 per 24 hours) before decreasing again at higher altitudes, where supplemental oxygen was used. None of the study participants reported dizziness or syncope. Conclusion and Relevance In this study, more than 1 in 3 healthy individuals experienced cardiac arrhythmia during the climb of Mount Everest, thereby confirming the association between exposure to high altitude and incidence of cardiac arrhythmia. Future studies should explore the potential implications of these rhythm disturbances.",
        "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: Because the term diversity has two related but different meanings, what authors mean when they use the term is inherently unclear. In its broad form, it refers to vast variety. In its narrow form, it refers to human demographic categories deemed deserving of special attention by social justice-oriented activists. In this article, I review Hommel's critique of Roberts et al. (2020), which, I suggest, essentially constitutes two claims: that Roberts et al.'s (2020) call for diversity in psychological science focuses exclusively on the latter narrow form of diversity and ignores the scientific importance of diversity in the broader sense, and ignoring diversity in the broader sense is scientifically unjustified. Although Hommel's critique is mostly justified, this is not because Roberts et al. (2020) are wrong to call for greater social justice-oriented demographic diversity in psychology but because Hommel's call for the broader form of diversity subsumes that of Roberts et al. (2020) and has other aspects critical to creating a valid, generalizable, rigorous, and inclusive psychological science. In doing so, I also highlight omissions, limitations, and potential downsides to the narrow manner in which psychology and the broader academy are currently implementing diversity, equity, and inclusion.",
        "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: Obsihir-5 holds some of the earliest evidence for the utilization of livestock in the mountainous regions of Central Asia. However, direct evidence of herding is lacking at the site. Geoarchaeological investigations, including textural, geochemical, mineralogical and micromorphological methods, have focused on the reconstruction of site formation and the search for direct evidence of herding activities. The sedimentary sequence at Obishir-5 has been divided into three facies: (1) SU0-SU1 (Bronze Age and Middle Ages), (2) SU2-SU3 (Obishirian), and (3) SU4-SU5 (Mesolithic/Epipaleolithic). SU1 formed through colluvial processes and was reworked by human and human-related activities. It is likely that these activities included herding and burning. Given the presence of herbivore dung and trampling in the sedimentary record, SU1 could include fumier-style accumulation. SU2-SU3 formed from the accumulation of coarse debris and fine particles originating from colluvial processes, physical weathering, aeolian processes and anthropogenic activity, such as burning. The archaeological material, including bones, charcoal and herbivore dung is intermixed with geogenic sediments and shows evidence of reworking. SU4-SU5 formed from colluvial and aeolian processes with low sedimentation rate. Human activity here was of low intensity and sporadic. The study of the sedimentary record has shown evidence of the use of dung and wood as fuel during the Obishirian period. However, it is not clear whether the sediments represent fumier deposits and therefore herding, as they have been heavily reworked. Nevertheless, the study opens up perspectives for the presence of livestock at the site during the Obishirian occupation. The methodology employed has allowed the reconstruction of the site formation history.",
        "output": "Archaeology",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: This study examines charred bread-like samples found in several archaeological sites across northern Italy and dating from the Early Bronze Age to the Early Middle Ages, some of which are included amongst the UNESCO World Heritage Sites. The aim is to investigate differences and homogeneities in bread production processes in different eras and cultures. Bread was a staple food in many ancient societies, but has rarely been found amongst the materials that survive in archaeological sites. When it is found, it is usually because the bread was charred by accidental combustion (falling into the oven during baking) or deliberate combustion (for ritual purposes). The literature on the issue is not abundant, but has been growing over the past decade. There is, therefore, room to propose new study methodologies at this time. We studied eight samples of charred bread-like products and we used optical and scanning electron microscopy to identify plant tissue remains attributable to cereal caryopses, partly modified by breadmaking processes. Energy dispersive X-ray spectroscopy and, for the first time, infrared spectroscopy in attenuated total reflectance mode (FTIR-ATR) were also used to investigate the composition and preparation methods of the different types of bread-like products. In particular, FTIR-ATR analysis can give indications about the presence of starch, gluten and lignin in the sample under investigation and it can, therefore, be used as a screening to guide subsequent SEM analysis in the search for specific cereal residues in the dough. In some cases, the different techniques used also revealed the presence of minerals such as silicates and carbonates, probably due to grinding residues or poor sample cleaning. During SEM observations, phytoliths, diatoms and framboids were also found in some of the samples. (c) 2024 The Author(s). 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: This study aims to comprehend and test the mediating effect of Green Process Innovation (GPI) and the moderating effect of Green Dynamic Capabilities (GDC) on Artificial Intelligence (AI) enabled Green Business Strategies (GBS) and Environmental Performance (EP) relationship. 252 manufacturing sector employees in North India participated in the data collection. The study used Structural equation modelling and Process Macro for investigating the hypothesized model. The results supported the hypothesized association between AIenabled GBS and EP. The study found that GPI mediate the constructive association between AI -enabled GBS and EP. GDC emerged as significant moderators for AI -enabled GBS and EP relationship. The article offers some helpful inputs for the Indian manufacturing industry to understand the importance of AI -enabled GBS in enhancing EP to move towards Carbon neutrality. The results suggest some practical implications for organizations wherein firms can maintain their focus on GPI at the organizational level by having AI -backed GBS, which will help the business achieve better EP. There is a scope to dig deep on comprehending the moderating impact of GDC in this context. The study recommends that GDC can further boost GPI, which will ultimately impact the firm's goal of carbon neutrality by shaping EP.",
        "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 dispersal and development of pastoralism during the Bronze Age profoundly influenced human livelihoods and adaptability to diverse environments in northwestern China. Although diachronic changes in the composition of animal resources have been discussed, the specific utilization form of these resources remains unclear due to the lack of age-class and sex ratio data for inferring population structure. Here, we report new zooarchaeological data from the Haizang site dated between 4000 and 3500 cal. yr BP in an oasis in northwestern China's Hexi Corridor. The 7092 identified animal remains are dominated by sheep/goat (53.44%) and cattle (15.61%), supplemented by pig (11.96%) and wildlife (11.11%), representing the largest animal remains assemblage in this area thus far. The mortality age profiles of sheep/goat and cattle remains show that domesticated ruminants were utilized for multiple purposes, implying the introduction of livestock utilization knowledge alongside these species. During this stage, the reliance of local subsistence on ruminant pastoralism was geographically varied in and around the Hexi Corridor, although these areas shared similar Qijia cultural phenomena. We argue that ancient inhabitants of Haizang took a more ruminant-focused and multipurpose animal utilization strategy, which alleviated the survival pressure caused by colder and drier climate in the global context of '4.2 ka BP event' and underpinned local social development. The acceleration of trans-regional exchange across Eurasia during the early Bronze Age provided the paramount material and knowledge for this transformation.",
        "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: Still life paintings comprise a wealth of data on visual perception. Prior work has shown that the color statistics of objects show a marked bias for warm colors. Here, we ask about the relative chromatic contrast of these object-associated colors compared with background colors in still life paintings. We reasoned that, owing to the memory color effect, where the color of familiar objects is perceived more saturated, warm colors will be relatively more saturated than cool colors in still life paintings as compared with photographs. We analyzed color in 108 slides of still life paintings of fruit from the teaching slide collection of the Fogg University Art Museum and 41 color-calibrated photographs of fruit from the McGill data set. The results show that the relatively higher chromatic contrast of warm colors was greater for paintings compared with photographs, consistent with the hypothesis.",
        "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: In Latin America, rabies virus has persisted in a cycle between Desmodus rotundus vampire bats and cattle, potentially enhanced by deforestation. We modeled bovine rabies virus outbreaks in Costa Rica relative to land-use indicators and found spatial-temporal relationships among rabies virus outbreaks with deforestation as a predictor.",
        "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: Analyzing urban pattern dynamics based on construction projects, we classify them into three types - infilling, fringe, and leapfrogging, and focus on the role of leapfrogging projects as seeds for new developments, leading to uncontrolled urban sprawl. To study the leapfrogging phenomenon, we investigate the sprawl of three Israeli cities - Netanya, Haifa, and Safed over 54 years from 1964 to 2018 and conduct a country-wide analysis of the urban sprawl of all 66 Israeli municipalities between 2013 and 2018. Our analysis is based on a country-wide GIS database of roads, buildings, other infrastructure elements, and development plans, as well as high-resolution aerial photos covering the investigated areas and periods. We uncover and characterize a positive feedback mechanism of rapid leapfrogging developments that attract further developments in their proximity and emphasize the potential of leapfrogging development to force divergence from statutory development plans.",
        "output": "Law",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: BACKGROUND: The COVID-19 pandemic has prompted a rapid shift to online teaching, placing unprecedented demands on educators' physical and mental well-being. However, the relationship between English as a Foreign Language (EFL) teachers' physical activity, emotion regulation, and competence for online teaching remains underexplored.OBJECTIVES: This study aimed to investigate the interplay between EFL teachers' physical activity, emotion regulation strategies, and competence for online teaching.RESULTS: Structural equation modeling revealed significant direct and indirect effects, indicating that physical activity positively influences emotion regulation, which, in turn, enhances teachers' competence for online instruction. Furthermore, emotion regulation was found to mediate the relationship between physical activity and online teaching competence.CONCLUSIONS: These findings underscore the importance of promoting physical activity among EFL teachers as a means to enhance their emotion regulation skills and competence for online teaching, particularly in the context of the COVID-19 pandemic.IMPLICATIONS: The study highlights the need for targeted interventions aimed at supporting EFL teachers' well-being and professional development, with implications for educational policies, teacher training programs, and institutional support structures in the digital learning landscape.",
        "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: Coastal seas are important pools of persistent organic pollutants (POPs) discharged from land. Considering the complex conditions in coastal seas and various biochemical features of POPs, special temporal-spatial variations in POPs have been reported. To understand these variations, we developed a three-dimensional hydrodynamic-ecosystem-POP coupled model and applied it to the Yellow Sea. We selected two POP species (polychlorinated biphenyl congener 153 (PCB-153) and decabromodiphenyl ether (BDE-209)), which have different biochemical properties, as target materials. The dissolved PCB-153 simulated concentration was high in late spring and low in autumn, whereas that of BDE-209 was high in summer and low in winter. Both PCB-153 and BDE-209 showed high particle-bound concentrations in early spring. In summer, dissolved PCB-153 accumulated at the sea bottom, whereas dissolved BDE-209 accumulated at the sea surface. Seasonal and spatial variation differences in the two POPs are likely caused by greater Henry's Law Constant (H') and bioconcentration factor (BCF) of PCB-153 than that of BDE-209, which leads to higher volatilization and stronger absorption by the particles for PCB-153 than BDE-209. As a component of such differences, the biological pump of PCB-153 in the central Yellow Sea is more apparent than that of BDE-209.",
        "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: Professor Robert Lipschitz, MB, ChB, PhD(Med), FRCS(Edin) was a pioneer who established the Spinal Cord Injury Unit, at Chris Hani Baragwanath Hospital, Soweto, Johannesburg, South Africa. A brief description of his academic and clinical accomplishments is given.",
        "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 premise that pathogen colonized microplastics (MPs) can promote the spread of pathogens has been widely recognized, however, their role in the colonization of pathogens in a host intestine has not been fully elucidated. Here, we investigated the effect of polystyrene MPs (PS-MPs) on the colonization levels of Aeromonas veronii, a typical aquatic pathogen, in the loach (Misgurnus anguillicaudatus) intestine. Multiple types of MPs were observed to promote the intestinal colonization of A. veronii, among which PS-MPs exhibited the most significant stimulating effect (67.18% increase in A. veronii colonization). PS-MPs inflicted serious damage to the intestinal tracts of loaches and induced intestinal microbiota dysbiosis. The abundance of certain intestinal bacteria with resistance against A. veronii colonization decreased, with Lactococcus sp. showing the strongest colonization resistance (73.64% decline in A. veronii colonization). Fecal microbiota transplantation was performed, which revealed that PS-MPs induced intestinal microbiota dysbiosis was responsible for the increased colonization of A. veronii in the intestine. It was determined that PS-MPs reshaped the intestinal microbiota community to attenuate the colonization resistance against A. veronii colonization, resulting in an elevated intestinal colonization levels of A. veronii.",
        "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: Cognitive decline, mental health and mindset factors can all affect the autonomy and well-being of older adults. As the number of older adults across the globe increases, interventions to improve well-being are urgently needed. Improvisational theatre (improv) and improv-based interventions are well-suited to address this need. Studies have shown that participation in improv-based interventions has a positive impact on mental health indicators, including depressive symptoms, well-being and social connectedness, as well as cognitive skills such as attention and memory. In addition, improv-based interventions have been beneficial for people with dementia, improving positive affect, self-esteem and communication. In this article, we describe improvisational theatre, or improv, and the reasons it has emerged from a form of spontaneous theatre that involves playfulness and creativity to an important tool to effect behavioural change in individuals and groups. We then review the literature on the effects of improv in ageing populations, with a focus on social, emotional and cognitive functioning. Finally, we make recommendations on designing improv-based interventions so that future research, using rigorous quantitative methods, larger sample sizes and randomised controlled trials, can expand the use of improv in addressing important factors related to autonomy and well-being in older adults.",
        "output": "Philosophy",
        "system": "",
        "history": []
    },
    {
        "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ",
        "input": "Abstract: The goal of the project accounted in the present article was to produce a perfect replica of the mummy of Pharaoh Ramses II with organic and sustainable materials and to let it be displayed without a showcase and even touched by visitors in a museum. The replica was produced by an integrated team of experts through 3D modeling and handcraft. The mummy was the core of the exhibition entitled The mummy of Ramses. The immortal pharaoh visited by more than 50 0 0 people for four months (68 opening days). The interaction of visitors with the touchable embalmed body was thus studied, as well as the preservation state of the recreated mummified skin. The results of such an experience are illustrated hereby. (c) 2024 The Author(s). Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )",
        "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 environmental contribution of individuals' behavioral change, this study explored how hikers' pro-environmental behavior can be facilitated. The theoretical model incorporated the restorative quality of natural trails as an external environment, hikers' place affect and their pro-environmental behavior. This study used a mixed research approach to test this model, which involved developing measurement items for the restorative quality of nature trails and analyzing survey data from 361 hikers. The analysis showed that the restorative quality of natural trails induced place affect, which increased place-specific pro-environmental behavior. Mediating effect of place affect and moderating function of daily environmental practices were identified.",
        "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: Biomedical terminologies play a vital role in managing biomedical data. Missing IS-A relations in a biomedical terminology could be detrimental to its downstream usages. In this paper, we investigate an approach combining logical definitions and lexical features to discover missing IS-A relations in two biomedical terminologies: SNOMED CT and the National Cancer Institute (NCI) thesaurus. The method is applied to unrelated concept-pairs within non-lattice subgraphs: graph fragments within a terminology likely to contain various inconsistencies. Our approach first compares whether the logical definition of a concept is more general than that ofthe other concept. Then, we check whether the lexical features of the concept are contained in those ofthe other concept. If both constraints are satisfied, we suggest a potentially missing IS-A relation between the two concepts. The method identified 982 potential missing IS-A relations for SNOMED CT and 100 for NCI thesaurus. In order to assess the efficacy of our approach, a random sample of results belonging to the Clinical Findings and Procedure subhierarchies of SNOMED CT and results belonging to the Drug, Food, Chemical or Biomedical Material subhierarchy of the NCI thesaurus were evaluated by domain experts. The evaluation results revealed that 118 out of 150 suggestions are valid for SNOMED CT and 17 out of 20 are valid for NCI thesaurus.",
        "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: As a corridor for population movement out of Africa, the southern Levant is a natural laboratory for research exploring the dynamics of the Middle-to-Upper Paleolithic transition. Yet, the number of well-preserved sites dating to the initial millennia of the Early Upper Paleolithic (EUP; 45-30 ka) remains limited, restricting the resolution at which we can study the biocultural and techno-typological changes evidenced across the transition. With EUP deposits dating to 45-39 ka cal BP, Mughr el-Hamamah, Jordan, offers a key opportunity to expand our understanding of EUP lifeways in the southern Levant. Mughr el-Hamamah is particularly noteworthy for its large faunal assemblage, representing the first such assemblage from the Jordan Valley. In this paper, we present results from taxonomic and taphonomic analyses of the EUP fauna from Mughr el-Hamamah. Given broader debates about shifts in human subsistence across the Middle-to-Upper Paleolithic transition, we also assess evidence for subsistence intensification, focusing especially on the exploitation of gazelle and the use of small game. Taphonomic data suggest that the fauna was primarily accumulated by human activity. Ungulates dominate the assemblage; gazelle (Gazella sp.) is the most common taxa, followed by fallow deer (Dama mesopotamica) and goat (Capra sp.). Among the gazelle, juveniles account for roughly one-third of the sample. While the focus on gazelle and the frequency of juveniles are consistent with broader regional trends, evidence for the regular exploitation of marrow from gazelle phalanges suggests that the EUP occupants of Mughr el-Hamamah processed gazelle carcasses quite intensively. Yet, the overall degree of dietary intensification appears low-small game is rare and evidence for human capture of this game is more equivocal. As a whole, our results support a growing body of data showing gradual shifts in animal exploitation strategies across the Middle-to-Upper Paleolithic transition in the southern Levant.",
        "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: Importance Selection processes for surgical training should aim to identify candidates who will become competent independent practitioners and should aspire to high standards of reliability and validity. Objective To determine the association between measured candidate factors at the time of an Irish selection and assessment outcomes in surgical training, examined via rate of progression to Higher Specialist Training (HST), attrition rates, and performance as assessed through a multimodal framework of workplace-based and simulation-based assessments. Design, Setting, and Participants This retrospective observational cohort study included data from all successful applicants to the Royal College of Surgeons in Ireland (RCSI) national Core Surgical Training (CST) program. Participants included all trainees recruited to dedicated postgraduate surgical training from 2016 to 2020. These data were analyzed from July 11, 2016, through July 10, 2022. Exposures Selection decisions were based on a composite score that was derived from technical aptitude assessments, undergraduate academic performance, and a 4-station multiple mini-interview. Main outcomes and measures Assessment data, attrition rates, and rates of progression to HST were recorded for each trainee. CST performance was assessed using workplace-based and simulation-based technical and nontechnical skill assessments. Potential associations between selection and assessment measures were explored using Pearson correlation, logistic regression, and multiple linear-regression analyses. Results Data were available for 303 trainees. Composite scores were positively associated with progression to HST (odds ratio [OR], 1.09; 95% CI, 1.05-1.13). There was a weak positive correlation, ranging from 0.23 to 0.34, between scores and performance across all CST assessments. Multivariable linear regression analysis showed technical aptitude scores at application were associated with future operative performance assessment scores, both in the workplace (beta = 0.31; 95% CI, 0.14-0.48) and simulated environments (beta = 0.57; 95% CI, 0.33-0.81). There was evidence that the interpersonal skills interview station was associated with future performance in simulated communication skill assessments (beta = 0.55; 95% CI, 0.22-0.87). Conclusions and Relevance In this study, performance at the time of Irish national selection, measured across technical and nontechnical domains in a multimodal fashion, was associated with future performance in the workplace and in simulated environments. Future studies will be required to explore the consequential validity of selection, including potential unintended effects of selection and ranking on candidate performance.",
        "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: Introduction Robust digital and community-led approaches are needed to combat health misinformation, as highlighted by the COVID-19 pandemic. Such gaps in public health outreach, compounded by systemic health barriers, contributed to higher rates of COVID-19 infection, mortality, and mental health effects among Hispanics during the peak of the pandemic. Thus, we conducted a community-based art-meets-health intervention [Stay Connected Los Angeles (SCLA)] to address the impacts of the COVID-19 pandemic in Hispanic communities.Methods Led by local artists in collaboration with public health specialists and community members, SCLA used multimedia to promote infection mitigation behaviors and psychological well-being among the 120,000 residents of Eastern Los Angeles. Campaign materials were designed with input from community representatives and included digital media, large-scale murals, and comic-book style pieces. Two semi-structured focus groups (one in English and another in Spanish) were conducted to solicit participants' views on attributes of the campaign. Independent coders analyzed transcripts and applied thematic analysis to summarize key learnings regarding central health and mitigation messages, media modalities, how health information would be communicated, and the ideal spokespersons for delivering health-related messages.Results Focus group participants emphasized the effectiveness of social media, GIFs, and references to popular media. Further, youth involvement in the creative process was deemed to be important. Participants highlighted the need for clarity in public health messaging and adaptation of visual campaigns to the preferences of diverse age groups through different art styles. Finally, community leaders were found to be critical health information sources.Discussion As a model of a culturally tailored arts-meets health public education campaign, SCLA yielded valuable information on how to structure future public health messaging and media to create a meaningful improvement in health knowledge, mental well-being, and compliance with mitigation behaviors in communities that are often overlooked. Contributions from local artists can heighten appeal and acceptability of messages.",
        "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 paradigm of values adopted by the global health community has a palpable, albeit often unseen, impact on patient health care. In this Viewpoint, we investigate an inherent tension in the core values of medical ethics and clinical practice that could explain why paediatric health care faces resource constraints despite compelling economic and societal imperatives to prioritise child health and wellbeing. The dominant narrative in the philosophy of medicine tends to disproportionately underscore values of independence and self-determination, which becomes problematic in the context of paediatric patients, who by their very nature epitomise vulnerability and dependence. A double-jeopardy situation arises when disadvantaged children see their inherent dependence leveraged against them. We illustrate this predicament through specific examples relating to rights and obligations and to autonomy. Alternative value perspectives-communitarianism and relational autonomy-might offer more robust protection for vulnerable children. A shift away from the dominant narrative towards a more explicit and inclusive discussion of values is necessary. Such a shift requires giving a legitimate platform to diverse perspectives, with the presumption that collective moral progress is possible; this endeavour is embodied by global bioethics. Successful implementation of global bioethics, in turn, hinges on close collaboration between practicing clinicians and bioethicists. Taking global bioethics seriously and actively pursuing collaboration could help the global health community achieve more equitable health care.",
        "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 is concerned with a kind of Bobwhite quail population model x n + 1 = A + B x n + x n x n - 1 x n - 2 , n = 0 , 1 , \u22ef , where the parameters and initial values are positive parabolic fuzzy numbers. According to g-division of fuzzy sets and based on the symmetrical parabolic fuzzy numbers, the conditional stability of this model is proved. Besides the existence, boundedness and persistence of its unique positive fuzzy solution. When some fuzzy stability conditions are satisfied, the model evolution exhibits oscillations with return to a fixed fuzzy equilibrium no matter what the initial value is. This phenomena provided a vivid counterexample to Allee effect in density-dependent populations of organisms. As a supplement, two numerical examples with data-table are interspersed to illustrate the effectiveness. Our findings have been verified precise with collected northern bobwhite data in Texas, and will help to form some efficient density estimates for wildlife populations of universal applications.",
        "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: Recent work finds that nonviolent resistance by ethnic minorities is perceived as more violent and requiring more policing than identical resistance by ethnic majorities, reducing its impact and effectiveness. We ask whether allies-advantaged group participants in disadvantaged group movements-can mitigate these barriers. On the one hand, allies can counter negative stereotypes and defuse threat perceptions among advantaged group members, while raising expectations of success and lowering expected risks among disadvantaged group members. On the other hand, allies can entail significant costs, carrying risks of cooptation, replication of power hierarchies, and marginalization of core constituencies. To shed light on this question we draw on the case of the Black Lives Matter (BLM) movement, which, in 2020, attracted unprecedented White participation. Employing a national survey experiment, we find that sizeable White presence at racial justice protests increases protest approval, reduces perceptions of violence, and raises the likelihood of participation among White audiences, while not causing significant backlash among Black audiences. Black respondents mostly see White presence as useful for advancing the movement's goals, and predominant White presence reduces expectations that protests will be forcefully repressed. We complement these results with analysis of tens of thousands of images shared on social media during the 2020 BLM protests, finding a significant association between the presence of Whites in the images and user engagement and amplification. The findings suggest that allyship can be a powerful tool for promoting sociopolitical change amid deep structural inequality.",
        "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 mangrove forest in Macajalar Bay is regarded as an important coastal ecosystem since it provides numerous ecosystem services. Despite their importance, the clearing of mangroves has been rampant and has reached critical rates. Addressing this problem and further advancing its conservation require accurate mangrove mapping. However, current spatial information related to mangroves is sparse and insufficient to understand the historical change dynamics. In this study, the synergy of 1950 vegetation maps and Landsat images was explored to provide multidecadal monitoring of mangrove forest change dynamics in Macajalar Bay, Philippines. Vegetation maps containing the 1950 mangrove extent and Landsat images were used as input data to monitor the rates of loss over 70years. In 2020, the mangrove forest cover was estimated to be 201.73ha, equivalent to only 61.99% of the 325.43ha that was estimated in 1950. Between 1950 and 2020, net mangrove loss in Macajalar Bay totaled 324.29ha. The highest clearing rates occurred between 1950 and 1990 when it recorded a total of 258.51ha, averaging 6.46ha/year. The original mangrove forest that existed in 1950 only represents 8.56% of the 2020 extent, suggesting that much of the old-growth mangrove had been cleared before 2000 and the existing mangrove forest is mainly composed of secondary mangrove forest stands. Across Macajalar Bay, intensified clearing that happened between 1950 and 1990 has been driven by large-scale aquaculture developments. Mangrove gains on the other hand were evident and have increased the total extent by 79.84ha since 2000 as a result of several afforestation programs. However, approximately half of these gains that were observed since 2010 exhibited low canopy cover. As of writing, approximately 85% of the 2020 mangrove forest stands fall outside the 1950 original mangrove extent. Examining the viability of the original mangrove forest for mangrove reforestation together with promoting site-species matching, and biophysical assessment are necessary undertakings to advance current mangrove conservation initiatives in Macajalar Bay.",
        "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: Reducing greenhouse gas emissions in residential buildings relies on three channels that are rarely assessed together-insulating homes, switching to low-carbon heating systems and decarbonizing heating fuels. Their combination results from an interplay between top-down planning of the energy system and decentralized policies for the residential sector-insulation subsidies in particular. In this paper, we examine how the design of insulation subsidies influences the allocation of efforts between these three channels. To do so, we use an innovative framework coupling a highly detailed model of residential energy demand with a highly detailed model of the energy system, both focused on France. We find that the most cost-effective effort allocation to reach carbon neutrality implies 19% emission reductions from home insulation, 36% from fuel switch and 45% from fuel decarbonization. This however requires perfectly targeted subsidies. In three alternative, arguably more realistic subsidy scenarios, we find that total system cost is increased by 11%-16%. Our results highlight the key role played by subsidy specifications in determining the trade-off between insulation and fuel switch, e.g. insulation investments doubles, and heat pump adoption is 19% lower, when subsidies are restricted to the most comprehensive measures. Finally, alternative assumptions regarding the availability of renewable energy sources-biogas in particular-imply stronger energy efficiency efforts.",
        "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: This Guide to Statistics and Methods describes the process of validation and gathering validity evidence for assessment tool development for surgical education research.",
        "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: By analysing new archival evidence, this article reveals how in the late 1980s, the legal principle of subsidiarity came to be seen as a tool for demobilising opposition to further European integration. At the same time, it also became a projection screen for competing visions for Europe's future: while the European Commission saw subsidiarity as an important foundation for a future European federation and the German government as an essential part of a 'Europe of the regions', the British government hoped to use it to achieve a renationalisation of the European Community. The French government was much more sceptical towards subsidiarity, pointing to the paradox that subsidiarity actually required a strong central authority to achieve its decentralising ends. The article concludes by arguing that the debate on subsidiarity reveals how ambitious and yet contested European integration had become by the early 1990s.",
        "output": "History",
        "system": "",
        "history": []
    }
]