{"meta":{"query_hash":"fd2302d503ed","filters":{"venue":"SocArXiv (OSF Preprints)"},"cohort_total":29,"direct_labels_cover":1,"predictions_cover":29,"exported":29,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/fd2302d503ed","api":"https://metacan.xera.ac/api/v1/cohort?venue=SocArXiv+%28OSF+Preprints%29"},"results":[{"id":"W3124059580","doi":"10.31235/osf.io/9wqxr","title":"'It's Reducing a Human Being to a Percentage'; Perceptions of Justice in Algorithmic Decisions","year":2018,"lang":"en","type":"article","venue":"SocArXiv (OSF Preprints)","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arbitrariness; Economic Justice; Dignity; Heuristics; Perception; Accountability; Human rights; Psychology; Sociology; Social psychology; Political science; Law; Epistemology; Computer science","score_opus":0.056312352315198246,"score_gpt":0.4043356032378572,"score_spread":0.34802325092265896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124059580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92103547,0.0013577902,0.009520795,0.015995657,0.00016908119,0.00005174676,0.000045438803,0.000050570903,0.051773373],"genre_scores_gemma":[0.9979388,0.00014084656,0.0007796028,0.0005582359,0.000017659557,0.000009984846,0.00001160582,0.00001234604,0.0005308943],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97748864,0.016084967,0.0006944651,0.00071874395,0.0042476263,0.0007655654],"domain_scores_gemma":[0.94990367,0.033444818,0.007917115,0.002214173,0.0039537116,0.0025665439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014891078,0.00033009294,0.00022611616,0.0010105574,0.0024106484,0.0057711997,0.00043745115,0.0019690138,0.0033430816],"category_scores_gemma":[0.0677235,0.0002679512,0.00039719208,0.00049157726,0.008776259,0.00427711,0.0029596963,0.0028074258,0.00030716797],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073694286,0.00063809816,0.17038432,0.0005409719,0.00026616943,0.00045212396,0.56676376,0.002112673,0.004589218,0.106390536,0.0144527005,0.13267256],"study_design_scores_gemma":[0.00015946195,0.0011102287,0.26350188,0.0009845984,0.00022510582,0.0008595825,0.44969893,0.007503538,0.0034088162,0.14935754,0.12285134,0.00033900936],"about_ca_topic_score_codex":0.0028107385,"about_ca_topic_score_gemma":0.0024740149,"teacher_disagreement_score":0.014891078,"about_ca_system_score_codex":0.001930825,"about_ca_system_score_gemma":0.0013009747,"threshold_uncertainty_score":0.07875246},"labels":[],"label_agreement":null},{"id":"W3124627490","doi":"10.31235/osf.io/5fket","title":"Relationship between Interest Rate and Stock Price: Empirical Evidence from Developed and Developing Countries","year":2020,"lang":"en","type":"article","venue":"SocArXiv (OSF Preprints)","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interest rate; Economics; Inefficiency; Share price; Exchange rate; Stock exchange; Stock market; Monetary economics; Financial economics; Developing country; Financial market; Panel data; Finance; Market economy; Econometrics","score_opus":0.2084838783467621,"score_gpt":0.30291367581728723,"score_spread":0.09442979747052513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124627490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992847,0.0030615143,0.00015295694,0.00016610698,0.000004757427,0.000006973219,0.0006029794,0.0000025882955,0.0031551102],"genre_scores_gemma":[0.9965449,0.0023769736,0.0001070181,0.000038611885,0.000010846225,0.000003243294,0.0007111125,0.0000016474191,0.00020567993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99971515,0.0000764007,0.00005246098,0.000055435525,0.000059607755,0.00004094047],"domain_scores_gemma":[0.9953223,0.0018016037,0.0018607297,0.00023373513,0.0005788328,0.00020293109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091771473,0.00014005866,0.00020651125,0.0012075647,0.00017435038,0.000682892,0.00014946297,0.00014382927,0.0009357763],"category_scores_gemma":[0.003640721,0.00012005562,0.00021619044,0.0021015673,0.00042345727,0.00034997388,0.00035196735,0.0003170058,0.00015539864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057857484,0.000017726075,0.9930119,0.000051874787,0.00010321444,0.00014546813,0.0003755014,0.00017969598,0.00015898395,0.00029229384,0.00019219985,0.005413244],"study_design_scores_gemma":[0.000005219624,0.00003075339,0.99733317,0.00003840678,0.000068441506,0.00013997394,0.0005010058,0.00016664811,0.00018704006,0.000070068614,0.001454828,0.0000044459457],"about_ca_topic_score_codex":0.0073854383,"about_ca_topic_score_gemma":0.007984598,"teacher_disagreement_score":0.0073854383,"about_ca_system_score_codex":0.00018769377,"about_ca_system_score_gemma":0.00025256645,"threshold_uncertainty_score":0.014684916},"labels":[],"label_agreement":null},{"id":"W4205775673","doi":"10.31235/osf.io/gveaj","title":"Global years of life lost to COVID-19","year":2020,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Years of potential life lost; Coronavirus disease 2019 (COVID-19); Demographics; Demography; Quarter (Canadian coin); 2019-20 coronavirus outbreak; Life expectancy; Excess mortality; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Geography; Medicine; Mortality rate; Disease; Population; Virology; Infectious disease (medical specialty); Sociology; Outbreak","score_opus":0.26947285977631835,"score_gpt":0.42937576839728164,"score_spread":0.1599029086209633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205775673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61852264,0.04800432,0.02474125,0.0075403117,0.0019348379,0.00007830296,0.13627957,0.0005337942,0.16236502],"genre_scores_gemma":[0.93076646,0.017980276,0.0032088617,0.0007057695,0.0003223526,0.0001410753,0.033745583,0.00012803666,0.013001617],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996954,0.00008102359,0.000017572047,0.0000751659,0.0000702526,0.000060594346],"domain_scores_gemma":[0.99937135,0.00016328426,0.0002020349,0.000066450244,0.0001358923,0.0000609534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005717011,0.0003853776,0.00027476624,0.0013099008,0.00015195302,0.00089513365,0.00025593053,0.00031746912,0.008279147],"category_scores_gemma":[0.0034322746,0.00008302142,0.00049573765,0.0023403573,0.00032481746,0.00090022146,0.00090707245,0.00054757163,0.0018861576],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087987626,0.00009036548,0.3079829,0.002080662,0.001205976,0.00077736087,0.0020359757,0.041689694,0.0015895992,0.14656241,0.16295528,0.33214992],"study_design_scores_gemma":[0.000052846448,0.0005011634,0.5579203,0.001413664,0.0003351159,0.0028946244,0.001937209,0.012363902,0.0010978361,0.10663565,0.31475496,0.00009270048],"about_ca_topic_score_codex":0.0022967511,"about_ca_topic_score_gemma":0.0014022285,"teacher_disagreement_score":0.008279147,"about_ca_system_score_codex":0.0005553084,"about_ca_system_score_gemma":0.00025908288,"threshold_uncertainty_score":0.02769649},"labels":[],"label_agreement":null},{"id":"W4210300871","doi":"10.31235/osf.io/v3s8w","title":"Corruption and Firms","year":2020,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Language change; Audit; Deterrence theory; Government (linguistics); Tax evasion; Business; Local government; Estimation; Public economics; Economics; Accounting; Monetary economics; Political science; Public administration","score_opus":0.05767024793574604,"score_gpt":0.30515690509853544,"score_spread":0.2474866571627894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210300871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662284,0.002560642,0.003757199,0.004940655,0.000034475856,0.00006900372,0.0020751609,0.000038320006,0.020296102],"genre_scores_gemma":[0.99799204,0.00037810707,0.00016464495,0.00006452768,0.000014801902,0.000012053903,0.00024747313,0.0000023912078,0.0011239874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889237,0.0003835837,0.00005583881,0.00020512831,0.00018643973,0.00027666998],"domain_scores_gemma":[0.99059147,0.0034733585,0.0045174384,0.00035433154,0.00042486849,0.0006384893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008732807,0.00019575476,0.00044799858,0.0009843549,0.00056630676,0.0019447032,0.00036426715,0.0005798012,0.0067053144],"category_scores_gemma":[0.008988283,0.00016365669,0.00031516666,0.001783517,0.0012928575,0.00090698217,0.0010040934,0.00083468296,0.0004665591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014786125,0.00037203985,0.85010463,0.0002595412,0.00031863415,0.00047733742,0.00069869927,0.028359758,0.0005076545,0.08608532,0.0049403957,0.027727967],"study_design_scores_gemma":[0.00017648641,0.0003486271,0.85398877,0.00032247519,0.00028899786,0.00033838468,0.0022163044,0.0534337,0.001253429,0.0632646,0.024305841,0.00006233933],"about_ca_topic_score_codex":0.04228158,"about_ca_topic_score_gemma":0.040726352,"teacher_disagreement_score":0.04228158,"about_ca_system_score_codex":0.002510545,"about_ca_system_score_gemma":0.0013397079,"threshold_uncertainty_score":0.08407092},"labels":[],"label_agreement":null},{"id":"W4214504044","doi":"10.31235/osf.io/ub3zd","title":"Political and Social Correlates of Covid-19 Mortality","year":2021,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Preparedness; Democracy; Coronavirus disease 2019 (COVID-19); Political science; State (computer science); Inequality; Pandemic; Interpersonal communication; Political economy; Development economics; Sociology; Social science; Economics; Law; Disease; Medicine","score_opus":0.29412834065910226,"score_gpt":0.44669104042874275,"score_spread":0.1525626997696405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214504044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98563623,0.00072992255,0.0019038108,0.00230594,0.00002032377,0.000012258223,0.0015421824,0.000015375696,0.00783394],"genre_scores_gemma":[0.9992555,0.00012002871,0.00011080248,0.000024263269,0.000019541225,0.000004975635,0.00032300406,0.000002232017,0.00013955159],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987399,0.0006868939,0.000077346536,0.00017378607,0.000114369104,0.0002076338],"domain_scores_gemma":[0.98255515,0.0069955452,0.0075025586,0.0013613303,0.00080024236,0.00078525534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025693828,0.000108709115,0.00026871206,0.0016218169,0.00052307895,0.0011568629,0.00032947795,0.0002844165,0.004525971],"category_scores_gemma":[0.018726116,0.00010620461,0.00018750793,0.002187067,0.0011505488,0.0009616375,0.0013096064,0.00084787596,0.00031543663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005601361,0.000032502547,0.97844076,0.000033723958,0.00006722864,0.000042739524,0.0009856784,0.00081672944,0.00010622968,0.010172436,0.001222441,0.008023422],"study_design_scores_gemma":[0.000003805718,0.000029562669,0.9842307,0.000040487033,0.000017967948,0.00008787452,0.0021030495,0.0024375136,0.00010148382,0.009293796,0.0016437612,0.000010022582],"about_ca_topic_score_codex":0.0022647434,"about_ca_topic_score_gemma":0.0022510407,"teacher_disagreement_score":0.004525971,"about_ca_system_score_codex":0.00041525858,"about_ca_system_score_gemma":0.00025866553,"threshold_uncertainty_score":0.0151408315},"labels":[],"label_agreement":null},{"id":"W4230856527","doi":"10.31235/osf.io/gnd4c","title":"Measuring the Impact of Free Goods on Real Household Consumption","year":2020,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Consumption (sociology); Economics; Reservation; Product (mathematics); Microeconomics; Measure (data warehouse); Productivity; Price index; Econometrics; Computer science; Macroeconomics; Mathematics","score_opus":0.24802757483712534,"score_gpt":0.26309825742829845,"score_spread":0.015070682591173112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230856527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682086,0.0006773287,0.014969358,0.00030635114,0.000026870079,0.00007152648,0.002448131,0.00004383988,0.013248001],"genre_scores_gemma":[0.992934,0.00044879643,0.0038191031,0.000051109222,0.000022343045,0.00007074791,0.0008596966,0.000007659677,0.0017864654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829,0.00095112284,0.000081198166,0.00021896968,0.0003551574,0.00010361898],"domain_scores_gemma":[0.99032074,0.007101016,0.001334277,0.0008305908,0.00026700585,0.00014638306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017701127,0.00035740223,0.00031537947,0.0010045015,0.00021470177,0.0011938204,0.00047814433,0.000809862,0.007326381],"category_scores_gemma":[0.0108624725,0.0002193475,0.0004554578,0.002129363,0.0009744258,0.0015721156,0.0008265947,0.00065396196,0.00065594976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011896744,0.0014195105,0.6620378,0.00076064985,0.000756633,0.00025472482,0.001907265,0.079821855,0.007196642,0.093685605,0.0032908602,0.14767884],"study_design_scores_gemma":[0.000051238007,0.0011352563,0.8651047,0.00013638563,0.00016264485,0.00014453851,0.0019409955,0.048332598,0.0071732407,0.0664827,0.009208423,0.00012732898],"about_ca_topic_score_codex":0.0031909721,"about_ca_topic_score_gemma":0.0027405678,"teacher_disagreement_score":0.007326381,"about_ca_system_score_codex":0.0011826938,"about_ca_system_score_gemma":0.00026355148,"threshold_uncertainty_score":0.024509251},"labels":[],"label_agreement":null},{"id":"W7009207251","doi":"","title":"Diagnosing scaling bottlenecks in ten community conservation initiatives in South and East Africa","year":2025,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Indigenous; Scale (ratio); Biodiversity; Natural resource; Environmental governance; Community-based conservation","score_opus":0.03697763645878999,"score_gpt":0.23781952775706713,"score_spread":0.20084189129827715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009207251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960161,0.00026057457,0.00093797175,0.00023099611,0.0000061857036,0.00025207218,0.00006661506,0.000009461126,0.002219996],"genre_scores_gemma":[0.9965204,0.00026459995,0.0025102391,0.0000508505,0.0000039196852,0.00020282844,0.00009318889,0.0000061158057,0.00034792753],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9889586,0.0054249214,0.0009420275,0.0010404655,0.0017015467,0.0019323177],"domain_scores_gemma":[0.92358965,0.047195747,0.0145786125,0.0022856924,0.008274307,0.0040760413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026808057,0.00048994,0.0004806446,0.005016626,0.003479755,0.0028829393,0.0012735103,0.0009354335,0.0020390975],"category_scores_gemma":[0.055765614,0.0005243746,0.0003527916,0.005148633,0.003215662,0.004005061,0.005586351,0.0012548408,0.00010997363],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067148474,0.00096292957,0.44377276,0.0023593777,0.000198738,0.0020373275,0.3798788,0.0031221,0.0032716284,0.007275921,0.001623613,0.15482533],"study_design_scores_gemma":[0.000104707135,0.0008866474,0.5557011,0.002571473,0.0002433677,0.0003291429,0.40324685,0.007172778,0.0042146565,0.00663537,0.018740665,0.00015332717],"about_ca_topic_score_codex":0.023199167,"about_ca_topic_score_gemma":0.05407157,"teacher_disagreement_score":0.026808057,"about_ca_system_score_codex":0.009099463,"about_ca_system_score_gemma":0.009331434,"threshold_uncertainty_score":0.1417762},"labels":[],"label_agreement":null},{"id":"W7033436786","doi":"","title":"Psycho-Social Assemblages: Virtuality, Multiplicity &amp; Intensity in the Evolving Public Library Sphere","year":2025,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"TGF-β signaling in diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public sphere; Transcendental number; Phenomenology (philosophy); Ideology; Capitalism; Social order; Empiricism; Dualism; Social theory","score_opus":0.039759923746586816,"score_gpt":0.3043448042541094,"score_spread":0.2645848805075226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033436786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5875088,0.0025950558,0.057933517,0.01651622,0.00026805242,0.00010990311,0.00006161937,0.0002608641,0.334746],"genre_scores_gemma":[0.9941286,0.00021177207,0.0016726553,0.0001712028,0.000038231017,0.000027304372,0.000008054225,0.0000260335,0.0037160586],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99325186,0.0040211813,0.0002057918,0.00058574585,0.0013018653,0.0006336039],"domain_scores_gemma":[0.9956167,0.0020255235,0.0006779437,0.0006581781,0.00035500678,0.0006666902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042559407,0.00039829317,0.000461183,0.0039272085,0.012895648,0.016125895,0.001083195,0.0014201738,0.006189607],"category_scores_gemma":[0.0073428852,0.00038837382,0.00044547586,0.0023975142,0.048387133,0.017153759,0.02145064,0.002548064,0.0005856686],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004220892,0.000031095584,0.0033902854,0.00007723149,0.000008983868,0.0003967448,0.31577834,0.0002485843,0.0008309825,0.65923667,0.00094655197,0.019012332],"study_design_scores_gemma":[0.000028472861,0.00009886789,0.006773723,0.00020550728,0.000025837215,0.001103849,0.46617165,0.0013055496,0.0010675049,0.38841286,0.13474469,0.00006152561],"about_ca_topic_score_codex":0.003100652,"about_ca_topic_score_gemma":0.0029098075,"teacher_disagreement_score":0.016125895,"about_ca_system_score_codex":0.0063545797,"about_ca_system_score_gemma":0.0032938577,"threshold_uncertainty_score":0.04610598},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W7033525068","doi":"","title":"Protocol for a Composite Ethnography","year":2025,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Proposition; Normative; Tacit knowledge; Space (punctuation); Participant observation","score_opus":0.06829920997651308,"score_gpt":0.39101833308062856,"score_spread":0.3227191231041155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033525068","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003971882,0.00038063308,0.06422697,0.0028243132,0.0026217774,0.88681966,0.014135802,0.00109748,0.02392152],"genre_scores_gemma":[0.0026605767,0.00013876095,0.03517777,0.00060803327,0.00015435633,0.9541432,0.0013796244,0.00011944671,0.005618149],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9559081,0.027667092,0.005100792,0.0038790463,0.0053742095,0.002070663],"domain_scores_gemma":[0.86721337,0.04604156,0.003498746,0.04034747,0.03820849,0.0046903486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07682522,0.002157769,0.0019993922,0.0041996865,0.00679338,0.0041545094,0.0026205434,0.004334841,0.25918135],"category_scores_gemma":[0.12809083,0.0022339416,0.0017714562,0.0032713355,0.003256476,0.003168397,0.0055664107,0.008268106,0.06476426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008163076,0.0031074402,0.0014942073,0.010631849,0.00011411749,0.001727768,0.035210192,0.0023903965,0.0089990795,0.06597296,0.5195529,0.34263602],"study_design_scores_gemma":[0.004250437,0.0014045859,0.00292257,0.0038306597,0.000043868826,0.00024435026,0.007505749,0.001092621,0.0033850388,0.02567715,0.94942755,0.00021547182],"about_ca_topic_score_codex":0.0029000607,"about_ca_topic_score_gemma":0.0060588312,"teacher_disagreement_score":0.25918135,"about_ca_system_score_codex":0.004631072,"about_ca_system_score_gemma":0.020290386,"threshold_uncertainty_score":0.867048},"labels":[],"label_agreement":null},{"id":"W7045953195","doi":"","title":"The Biodiversity Commitments of Earth’s Keystone Corporations: Current Limitations, Untapped Potential, and Future Directions","year":2025,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Work (physics); Resource (disambiguation); Action (physics); Civil society; Production (economics); Keystone species","score_opus":0.028611435077827548,"score_gpt":0.273550552408103,"score_spread":0.24493911733027546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045953195","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36435363,0.051692232,0.013374635,0.48229277,0.0006959555,0.000066994195,0.0012501766,0.00014306973,0.08613056],"genre_scores_gemma":[0.9754302,0.013059886,0.004577979,0.0043247393,0.0002573521,0.000063203945,0.00030105995,0.000032953318,0.0019526526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99223,0.0030453824,0.00034189498,0.0008874684,0.0021772922,0.0013180629],"domain_scores_gemma":[0.9497527,0.029931823,0.0050454107,0.0033527985,0.0069490685,0.0049682437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017551664,0.00040155166,0.0006116612,0.0022844176,0.003801369,0.011636843,0.0019890026,0.0030311588,0.007885987],"category_scores_gemma":[0.040445454,0.00028654575,0.00024352755,0.0038159417,0.008524455,0.021586834,0.00962519,0.004361303,0.00057718385],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018386924,0.0001530783,0.05477511,0.001320153,0.000077735975,0.0003282802,0.022634178,0.0028449271,0.0015213995,0.5358213,0.023360666,0.35697928],"study_design_scores_gemma":[0.000016946047,0.000104300016,0.0792117,0.0035885635,0.00004368254,0.00040873722,0.1251236,0.0049030976,0.0026804477,0.4981976,0.28550097,0.0002204133],"about_ca_topic_score_codex":0.015432193,"about_ca_topic_score_gemma":0.017022898,"teacher_disagreement_score":0.017551664,"about_ca_system_score_codex":0.0057764933,"about_ca_system_score_gemma":0.015078824,"threshold_uncertainty_score":0.09282315},"labels":[],"label_agreement":null},{"id":"W7046898015","doi":"","title":"Education Regime, Creativity and Economic Growth. Toward a 21st Century East Asian Modernity?","year":2020,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Creativity; East Asia; Scale (ratio); Position (finance); Test (biology)","score_opus":0.024519042085036406,"score_gpt":0.26971764774052276,"score_spread":0.24519860565548635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046898015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89168334,0.014832185,0.00075763074,0.013871564,0.000120093144,0.000010599441,0.00020455221,0.00001879216,0.07850125],"genre_scores_gemma":[0.9937139,0.0033820665,0.00020399755,0.00022153907,0.00007669968,0.0000046918026,0.00003968811,0.0000031454365,0.0023542983],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998005,0.00006567589,0.000011904288,0.00002527915,0.000046287667,0.00005044707],"domain_scores_gemma":[0.9986243,0.00040145998,0.00059226615,0.000049856288,0.00010500952,0.000227066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005767376,0.00014443467,0.00016929691,0.0009845655,0.0006960469,0.002551678,0.00016954876,0.00035764082,0.0055923215],"category_scores_gemma":[0.0015509614,0.000054485266,0.00019115953,0.0023724388,0.0026142136,0.0014897727,0.00095151016,0.0007383614,0.00027578193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021981672,0.00032428053,0.4189567,0.0003806026,0.00013076217,0.0012248133,0.009963728,0.0022700164,0.0009324698,0.40790543,0.00663422,0.1510572],"study_design_scores_gemma":[0.000029540464,0.00012547702,0.8026809,0.0005280251,0.00006069211,0.00042241722,0.020359114,0.0023873486,0.000683043,0.1269618,0.045717407,0.000044197805],"about_ca_topic_score_codex":0.006623827,"about_ca_topic_score_gemma":0.0052879793,"teacher_disagreement_score":0.006623827,"about_ca_system_score_codex":0.0007909336,"about_ca_system_score_gemma":0.0007369273,"threshold_uncertainty_score":0.01870817},"labels":[],"label_agreement":null},{"id":"W7061424031","doi":"","title":"Post-traumatic stress disorder and memory function in older adults exposed to civilian conflict: Findings from the Northern Ireland Cohort for the Longitudinal Study of Ageing (NICOLA)","year":2025,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Cognition; Verbal fluency test; Recall; Cohort study; Ageing; Population; Cohort; Cognitive decline; Cognitive disorder","score_opus":0.01836455787802203,"score_gpt":0.2690663382136456,"score_spread":0.25070178033562357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061424031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99886394,0.0003289739,0.000039515413,0.000051348594,0.0000062827594,0.000014570122,0.00039828778,0.0000016551469,0.00029541747],"genre_scores_gemma":[0.99903023,0.00018009091,0.000068078436,0.00006231181,0.000011321178,0.000030169058,0.00044659834,0.0000014846261,0.00016973261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931824,0.00021512991,0.000102454316,0.0001263854,0.0001060952,0.00013162925],"domain_scores_gemma":[0.99856454,0.00012577564,0.0006179905,0.0001832131,0.00024103677,0.00026733597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015044184,0.00028519746,0.00035391064,0.00084818143,0.00042815862,0.00079208985,0.00058148394,0.00045005014,0.0006820318],"category_scores_gemma":[0.003039511,0.0002664776,0.0006122549,0.0010158007,0.0003075199,0.000634376,0.000939656,0.0006058698,0.00024121003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001047475,0.000028700048,0.9980258,0.00001641326,0.000049443934,0.000054874527,0.0003700816,0.000011502282,0.0000883235,0.000006465389,0.00011691916,0.0011267085],"study_design_scores_gemma":[0.0000034992026,0.000034955523,0.99940085,0.0000074384584,0.000012711103,0.00006482734,0.0003492758,0.00001908756,0.000011685497,0.0000043717723,0.000089253284,0.0000020602556],"about_ca_topic_score_codex":0.039502624,"about_ca_topic_score_gemma":0.054103974,"teacher_disagreement_score":0.039502624,"about_ca_system_score_codex":0.0006195253,"about_ca_system_score_gemma":0.00040667833,"threshold_uncertainty_score":0.07854539},"labels":[],"label_agreement":null},{"id":"W7066708603","doi":"","title":"Inventory of Current Approaches, Initiatives, and Practices in Canadian Academic Institutions to Foster the Engagement of Social Sciences, Humanities and Arts in the Science-Policy Interface","year":2025,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public engagement; The arts; Government (linguistics); Discipline; Public policy; Indigenous; Politics; Tracking (education)","score_opus":0.43687932121911827,"score_gpt":0.37509366879469946,"score_spread":0.0617856524244188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066708603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.815347,0.015968079,0.0055115228,0.034064967,0.00022001016,0.00042491,0.001715263,0.00034548758,0.12640269],"genre_scores_gemma":[0.98117435,0.007159103,0.0042229025,0.0012814638,0.000019825697,0.00009479334,0.0004928826,0.000040839994,0.0055137756],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9736408,0.004517541,0.0011534762,0.0020782473,0.01155133,0.0070585706],"domain_scores_gemma":[0.96158355,0.0065371054,0.0030094222,0.0018987862,0.015880939,0.011090252],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.019479277,0.00045763905,0.00062130345,0.01221508,0.020245353,0.015667664,0.0035305726,0.0016054285,0.002690332],"category_scores_gemma":[0.031307634,0.000619293,0.0005548407,0.025436454,0.009849321,0.0045743203,0.008872487,0.0018674656,0.00034422794],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001561567,0.00020102077,0.21690369,0.002106308,0.000143422,0.0004986203,0.28126666,0.0015525114,0.0035883328,0.056915786,0.015929788,0.4207377],"study_design_scores_gemma":[0.000014631253,0.00010264674,0.3739227,0.0013905836,0.00010648296,0.00023922753,0.36388662,0.0013345852,0.0016202481,0.0038051135,0.25337172,0.00020547984],"about_ca_topic_score_codex":0.9679082,"about_ca_topic_score_gemma":0.9819048,"teacher_disagreement_score":0.9805207,"about_ca_system_score_codex":0.18040211,"about_ca_system_score_gemma":0.3619765,"threshold_uncertainty_score":0.9506174},"labels":[],"label_agreement":null},{"id":"W7070650923","doi":"","title":"Online Violence Against Women in Politics: Canada in a Comparative Perspective","year":2024,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Action (physics); Key (lock); Comparative research; Global South; Domestic violence; Online research methods; Politics","score_opus":0.03920312841181031,"score_gpt":0.33473027263733157,"score_spread":0.2955271442255213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070650923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55022305,0.024848036,0.000916172,0.04768784,0.0007243769,0.00013030677,0.0021857375,0.000043691074,0.37324077],"genre_scores_gemma":[0.9600085,0.0126361605,0.00052281906,0.0049961563,0.0000693637,0.000053401232,0.0004506408,0.000042844404,0.021220172],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9942114,0.0012014227,0.00010621037,0.0003466417,0.0014408034,0.002693556],"domain_scores_gemma":[0.9946561,0.0015455941,0.00036078526,0.000173549,0.0017275885,0.0015364208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026201683,0.00041245925,0.0008104773,0.0064922264,0.038885385,0.01446288,0.0016968054,0.0022771442,0.01071862],"category_scores_gemma":[0.006656166,0.00039389255,0.00048574188,0.018767793,0.011345288,0.0033223538,0.005335861,0.0032118384,0.00045492177],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015930837,0.00013818807,0.06912805,0.0009235576,0.00009813123,0.003599791,0.5533439,0.00071016914,0.0007875544,0.2388694,0.061362725,0.07087923],"study_design_scores_gemma":[0.000011239918,0.000028919912,0.0459348,0.00084601814,0.00005778737,0.00046556123,0.6630931,0.00020119094,0.00027142745,0.0031147858,0.28589663,0.00007848439],"about_ca_topic_score_codex":0.99571025,"about_ca_topic_score_gemma":0.99818915,"teacher_disagreement_score":0.1508073,"about_ca_system_score_codex":0.1508073,"about_ca_system_score_gemma":0.16341543,"threshold_uncertainty_score":0.98494315},"labels":[],"label_agreement":null},{"id":"W7080975383","doi":"","title":"21st International Review of Leave Policies and Related Research 2025","year":2025,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Czech; Slovak; Child care; International comparisons; Developed country; Work (physics)","score_opus":0.0543856627221691,"score_gpt":0.3422151212833113,"score_spread":0.28782945856114217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7080975383","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015877628,0.9865963,0.00018669707,0.002769933,0.0018243372,0.00013124246,0.0012018003,0.000028129625,0.0071027773],"genre_scores_gemma":[0.0014627281,0.9909957,0.0004353819,0.0027393845,0.0008164883,0.00026259205,0.0013213608,0.000024228088,0.0019420623],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99190617,0.0023622345,0.0019605933,0.0005150897,0.0027930462,0.0004627854],"domain_scores_gemma":[0.97549963,0.012660239,0.0031503295,0.0007662513,0.0071929507,0.0007305463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012304819,0.0011057588,0.0027332988,0.0159201,0.00068192004,0.004833053,0.0016681714,0.0018799219,0.025077652],"category_scores_gemma":[0.034611877,0.00070629787,0.0024466119,0.01610635,0.0008472153,0.002934575,0.0025122818,0.0022740804,0.0064529954],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002496096,0.00007885198,0.00050288136,0.1964219,0.0006412367,0.00012288589,0.0003626031,0.00026548843,0.00040185588,0.011382838,0.28924054,0.5003294],"study_design_scores_gemma":[0.000026227419,0.00005816715,0.0012206332,0.12808007,0.00045147107,0.00007649108,0.00009690537,0.000020028818,0.000076858814,0.0008802159,0.868999,0.000014004414],"about_ca_topic_score_codex":0.007004306,"about_ca_topic_score_gemma":0.011750696,"teacher_disagreement_score":0.025077652,"about_ca_system_score_codex":0.0064378153,"about_ca_system_score_gemma":0.02061911,"threshold_uncertainty_score":0.08389306},"labels":[],"label_agreement":null},{"id":"W7081433473","doi":"","title":"University journals in the global academic publishing landscape: Mapping over 19,000 diverse titles","year":2025,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Quarter (Canadian coin); Discipline; Identification (biology); Scholarly communication; Web of science; Electronic publishing; Equity (law)","score_opus":0.04113139238426984,"score_gpt":0.26986053544687105,"score_spread":0.22872914306260123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7081433473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974442,0.0047230637,0.0005216431,0.0004101808,0.00001773494,0.000034384997,0.013685471,0.000038743692,0.0061266506],"genre_scores_gemma":[0.9800939,0.0031992162,0.0019677544,0.00007568407,0.000062335275,0.000057513087,0.013473828,0.000041278105,0.001028507],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99593437,0.00080249907,0.0007377163,0.0008073944,0.0013282935,0.00038969237],"domain_scores_gemma":[0.97705805,0.008617035,0.008918219,0.0010367774,0.0031290057,0.0012409217],"candidate_categories":["bibliometrics","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0027324203,0.0003280393,0.00061754696,0.035582997,0.0010477194,0.0052388716,0.00051973126,0.00041889452,0.0032001643],"category_scores_gemma":[0.015413649,0.00024191801,0.00036797454,0.07679458,0.0010322443,0.0038318774,0.004106589,0.00041419748,0.0009462829],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012838705,0.00006165515,0.9087309,0.0011462368,0.00017955313,0.0004615076,0.015317484,0.00043681267,0.001195475,0.004689081,0.0043022265,0.06335064],"study_design_scores_gemma":[0.000015551768,0.000039434683,0.9529231,0.00029349685,0.00007462328,0.00068780786,0.015499229,0.0006652398,0.00043189034,0.0014173164,0.02792386,0.000028431079],"about_ca_topic_score_codex":0.007037433,"about_ca_topic_score_gemma":0.0102347825,"teacher_disagreement_score":0.9947611,"about_ca_system_score_codex":0.0008793741,"about_ca_system_score_gemma":0.0012680177,"threshold_uncertainty_score":0.01445061},"labels":[],"label_agreement":null},{"id":"W7082527314","doi":"","title":"Can pharmacare reduce suicide-related behaviors? A quasi-experimental study in Ontario Youth","year":2025,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Mental health; Public health; Equity (law); Medical prescription; Suicide prevention; Census; Prescription drug; Ambulatory","score_opus":0.0442189102146744,"score_gpt":0.29916932207728825,"score_spread":0.25495041186261386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7082527314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996183,0.00016540848,0.00013566457,0.00019960561,0.000019656753,0.0017772416,0.00047432305,0.000010283319,0.0010347125],"genre_scores_gemma":[0.99251044,0.00030981758,0.00090782583,0.00047722977,0.00004479464,0.0030209639,0.00039134666,0.00000481919,0.0023326785],"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9971859,0.00080659386,0.00014314654,0.00041027192,0.00061168213,0.0008424192],"domain_scores_gemma":[0.9969797,0.0003929226,0.00085248327,0.00025407996,0.00059705466,0.0009237126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003399115,0.0006542943,0.00091078214,0.0006850544,0.003970461,0.0010334152,0.001334924,0.0009762462,0.0041810963],"category_scores_gemma":[0.003870503,0.00078663754,0.0014347928,0.0007983476,0.0015794782,0.00061223534,0.0006808485,0.0010313827,0.0004920398],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025761254,0.17921163,0.64077634,0.0016676063,0.0009996925,0.00071636727,0.04237938,0.00072203326,0.0040643336,0.0019977505,0.01187289,0.0898307],"study_design_scores_gemma":[0.00852424,0.04644661,0.92436135,0.00031480982,0.00047226905,0.00007357865,0.010571269,0.0013213552,0.0004491907,0.0005437136,0.0068376614,0.00008387637],"about_ca_topic_score_codex":0.7366084,"about_ca_topic_score_gemma":0.867018,"teacher_disagreement_score":0.2633916,"about_ca_system_score_codex":0.017153356,"about_ca_system_score_gemma":0.022710009,"threshold_uncertainty_score":0.52988553},"labels":[],"label_agreement":null},{"id":"W7111487308","doi":"","title":"Forecasting Accurately in Space and Time (FAST): Approach and Method","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Forecasting Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Space (punctuation); Competition (biology); Grid; Key (lock); Measure (data warehouse)","score_opus":0.14941401138249957,"score_gpt":0.3904474882740684,"score_spread":0.24103347689156882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111487308","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031727345,0.00077832735,0.990829,0.0010071968,0.00026536442,0.000057939335,0.00045318803,0.0005003115,0.002935971],"genre_scores_gemma":[0.14257184,0.0034552184,0.8402615,0.0005726422,0.0010989871,0.00060626346,0.0011862434,0.00051212055,0.009735089],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99917513,0.000332185,0.00004716569,0.00014166998,0.00022401479,0.00007980206],"domain_scores_gemma":[0.99723804,0.0017136734,0.00015375919,0.00039260765,0.00040992396,0.000092093804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025372622,0.0008534734,0.0009341537,0.0016088369,0.0005019495,0.0023001835,0.001645947,0.0012656684,0.006122883],"category_scores_gemma":[0.010467772,0.00058242574,0.0008970004,0.0022364012,0.0007304473,0.0022302128,0.0020143786,0.0024241912,0.0018096828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008290883,0.00005907116,0.0022432455,0.0002889093,0.0001409108,0.00021132862,0.00022523143,0.39539814,0.0009482922,0.2353085,0.036484666,0.32860872],"study_design_scores_gemma":[0.000016936237,0.000019733732,0.00036073057,0.00004266704,0.000024631061,0.00006732817,0.000046061225,0.85764426,0.0004835801,0.12052737,0.020729506,0.000037303118],"about_ca_topic_score_codex":0.011518737,"about_ca_topic_score_gemma":0.0059507955,"teacher_disagreement_score":0.011518737,"about_ca_system_score_codex":0.0012537774,"about_ca_system_score_gemma":0.0023189213,"threshold_uncertainty_score":0.022903383},"labels":[],"label_agreement":null},{"id":"W7112417740","doi":"","title":"Breaking Bread, Building Hope: An Eight-Year Partnership Addressing the Toxic Drug Crisis in British Columbia","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Embeddedness; Praxis; Participatory action research; Context (archaeology); Community-based participatory research; Citizen journalism; Flexibility (engineering)","score_opus":0.384277048180561,"score_gpt":0.5368044052820187,"score_spread":0.15252735710145765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112417740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8981345,0.0020418977,0.004229777,0.058272794,0.0005405838,0.00096119655,0.00024066425,0.00012590755,0.035452645],"genre_scores_gemma":[0.9597382,0.0009990748,0.0034444435,0.0061870925,0.000031345895,0.0003846384,0.00009577922,0.00007829867,0.029041177],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9918183,0.0048666345,0.000088459536,0.000437995,0.00072820956,0.0020603708],"domain_scores_gemma":[0.9842986,0.0036202702,0.0004049753,0.0004093454,0.0020103818,0.009256515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008045806,0.00043557887,0.00052183843,0.0008281241,0.045300025,0.0061113765,0.0027171115,0.0032335047,0.0043102736],"category_scores_gemma":[0.010694288,0.0005665843,0.00026074544,0.001080415,0.013203554,0.0019407055,0.012514907,0.0063775484,0.00038932296],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003239992,0.00049358106,0.010450034,0.00033936923,0.00003178563,0.0066549145,0.8840912,0.00060862524,0.0031631815,0.009235836,0.024755636,0.059851892],"study_design_scores_gemma":[0.000030492298,0.00016407085,0.005984582,0.00018140925,0.000013537679,0.00030204168,0.8973057,0.0002704733,0.0005429359,0.001730048,0.09341409,0.000060622504],"about_ca_topic_score_codex":0.85280067,"about_ca_topic_score_gemma":0.96507037,"teacher_disagreement_score":0.14719933,"about_ca_system_score_codex":0.0422205,"about_ca_system_score_gemma":0.13393414,"threshold_uncertainty_score":0.30633265},"labels":[],"label_agreement":null},{"id":"W7112790736","doi":"","title":"Working right ways investigating health practitioners’ perspectives of foot health and needs for providing good foot care with and for First Nations Peoples.","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foot (prosody); Health care; Qualitative research; Health policy; Public health; International health; Work (physics); Thematic analysis","score_opus":0.03824301472096296,"score_gpt":0.3194889347612279,"score_spread":0.28124592004026494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112790736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89168286,0.007504304,0.005339049,0.071885735,0.0006797167,0.00028080647,0.000073918156,0.000036328023,0.022517256],"genre_scores_gemma":[0.9825852,0.0027057293,0.0034368585,0.006628649,0.000077691526,0.0001924298,0.000029058678,0.000024152185,0.0043202047],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97081167,0.023294093,0.00067426404,0.0009215565,0.0017130122,0.0025854206],"domain_scores_gemma":[0.959175,0.029767144,0.0022799135,0.0009042365,0.0026867483,0.0051870304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03166023,0.0005272497,0.0007047864,0.0016754358,0.016413346,0.008130663,0.0017708002,0.0059053563,0.0035994875],"category_scores_gemma":[0.026186012,0.00092259236,0.0007151142,0.0014345291,0.020556139,0.008156148,0.013401056,0.0072130314,0.00035358756],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048604193,0.000008002999,0.0006130863,0.000080241254,0.0000020016332,0.0002542311,0.9956937,0.000008200367,0.00018406704,0.0012673463,0.00033327154,0.0015509122],"study_design_scores_gemma":[0.0000017149326,0.000015014756,0.00042242778,0.00017042684,0.0000027091835,0.00014004871,0.9927648,0.00001620976,0.000045609868,0.00059150514,0.005823974,0.0000056408367],"about_ca_topic_score_codex":0.011099055,"about_ca_topic_score_gemma":0.01952624,"teacher_disagreement_score":0.98890096,"about_ca_system_score_codex":0.00631437,"about_ca_system_score_gemma":0.014701975,"threshold_uncertainty_score":0.16743731},"labels":[],"label_agreement":null},{"id":"W7113037458","doi":"","title":"Working right ways in foot health with and for First Nations Peoples: research method guided and governed by First Nations ways of knowing, being, and doing in cross-sectional qualitative study design.","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Indigenous; Racism; Thematic analysis; Metis; Public health; Colonialism; Health equity; Health services research; Work (physics)","score_opus":0.14053153284530537,"score_gpt":0.4564488078834307,"score_spread":0.3159172750381253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113037458","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28659478,0.003918602,0.4709196,0.023303227,0.0011057468,0.17408188,0.0011185597,0.00041324357,0.03854441],"genre_scores_gemma":[0.4179963,0.001242465,0.3912758,0.0047840397,0.00007673564,0.17934045,0.00022306622,0.00016540145,0.0048957504],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.800602,0.1862564,0.0027420823,0.0043970644,0.0036679367,0.0023345286],"domain_scores_gemma":[0.8240863,0.14629224,0.0053753876,0.011859905,0.009467009,0.002919117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.18182531,0.0010408711,0.0010688957,0.0031166656,0.009483572,0.007233911,0.0030530773,0.0026505322,0.0048909285],"category_scores_gemma":[0.118197806,0.0015429637,0.0010466764,0.0022657337,0.019602984,0.006392932,0.008357142,0.0046298476,0.0009940658],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018261446,0.0004704712,0.0029127335,0.0023052455,0.00003560994,0.00044164681,0.9068196,0.00043327684,0.0016930958,0.039533637,0.004498512,0.040673543],"study_design_scores_gemma":[0.0005384704,0.00088144356,0.0039493954,0.008013463,0.00012545097,0.00076620444,0.80650544,0.0025838844,0.0037112283,0.07276624,0.100007035,0.00015175168],"about_ca_topic_score_codex":0.003976224,"about_ca_topic_score_gemma":0.010328031,"teacher_disagreement_score":0.18182531,"about_ca_system_score_codex":0.008757314,"about_ca_system_score_gemma":0.027744707,"threshold_uncertainty_score":0.96159565},"labels":[],"label_agreement":null},{"id":"W7113472561","doi":"","title":"Alternative crisis mental health responses: Protocol for a knowledge-to-action study","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Transformative learning; Protocol (science); Focus group; Crisis intervention; Mental illness; Phenomenology (philosophy); Mental health service; Perception; Distress","score_opus":0.24880001790215828,"score_gpt":0.5391255642111342,"score_spread":0.29032554630897595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113472561","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027519328,0.00006596562,0.0017671072,0.00022032832,0.00018260302,0.9957703,0.0011187157,0.000061269144,0.0005384869],"genre_scores_gemma":[0.00014087583,0.000041532316,0.001699213,0.00007224214,0.00001044304,0.99778444,0.000090516245,0.0000047257586,0.00015613055],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9202356,0.048390996,0.014017978,0.0052022017,0.0077796513,0.004373593],"domain_scores_gemma":[0.845449,0.06976139,0.013443362,0.023677777,0.039733768,0.00793477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.16797112,0.0051438822,0.007757798,0.006879088,0.009861754,0.009756054,0.00621173,0.012985181,0.16687272],"category_scores_gemma":[0.17192256,0.0070755775,0.007118105,0.008082697,0.0068265893,0.010284801,0.007509141,0.018602222,0.046640158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.064536,0.015128416,0.0019758244,0.21748552,0.00093315355,0.0033694548,0.04205562,0.008361353,0.008025635,0.06311909,0.3195608,0.2554491],"study_design_scores_gemma":[0.07691962,0.010203265,0.0064228037,0.08339448,0.0004778353,0.0005892803,0.016728394,0.0028701553,0.004585305,0.034130964,0.7627182,0.000959697],"about_ca_topic_score_codex":0.0072746896,"about_ca_topic_score_gemma":0.013476837,"teacher_disagreement_score":0.16797112,"about_ca_system_score_codex":0.017881652,"about_ca_system_score_gemma":0.07368242,"threshold_uncertainty_score":0.8883268},"labels":[],"label_agreement":null},{"id":"W7114769495","doi":"10.5281/zenodo.17875708","title":"Pattern Recognition of Ozone-Depleting Substance Exports in Global Trade Data","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flagging; Pipeline (software); Unsupervised learning; Cluster analysis; Anomaly detection; Outlier; Value (mathematics)","score_opus":0.05786103285908405,"score_gpt":0.31178166749330505,"score_spread":0.253920634634221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114769495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8782108,0.00295584,0.02267572,0.0015089216,0.00011483207,0.00019044356,0.07708865,0.0010268806,0.016227975],"genre_scores_gemma":[0.92540145,0.0014744505,0.022393309,0.00016479511,0.00008533428,0.00011659775,0.04703472,0.000108435896,0.003220938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915576,0.00012519197,0.00014832517,0.00021037494,0.0002905786,0.000069783564],"domain_scores_gemma":[0.9949012,0.0018238757,0.0016951336,0.0005834362,0.0008858851,0.00011046251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016160519,0.00027684885,0.00026812777,0.008086276,0.00027982335,0.0013897239,0.0003940522,0.000419924,0.0011985924],"category_scores_gemma":[0.006642692,0.00010041327,0.00040741093,0.008734903,0.00030659363,0.00086597766,0.0006747073,0.00038557829,0.00049848814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002637135,0.00008672405,0.7288976,0.000979544,0.00034989478,0.0011865937,0.00089701964,0.010294475,0.009426209,0.004044168,0.016279707,0.22729453],"study_design_scores_gemma":[0.000021466683,0.00012928879,0.8453502,0.00025963952,0.0002038624,0.00064558146,0.0022748776,0.03951747,0.013056205,0.0074593737,0.09102684,0.00005515222],"about_ca_topic_score_codex":0.010273963,"about_ca_topic_score_gemma":0.016852457,"teacher_disagreement_score":0.010273963,"about_ca_system_score_codex":0.00063067395,"about_ca_system_score_gemma":0.0008047904,"threshold_uncertainty_score":0.0204283},"labels":[],"label_agreement":null},{"id":"W7116644203","doi":"","title":"Gendered and Racialized Online Incivility in Four Dimensions","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Incivility; Race (biology); Politics; Affect (linguistics); Face (sociological concept); Online and offline","score_opus":0.06063912731496002,"score_gpt":0.3342938227091502,"score_spread":0.2736546953941902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116644203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815165,0.00021258493,0.00044423703,0.00051087723,0.000016309517,0.000029562258,0.00019531476,0.000010152397,0.017064517],"genre_scores_gemma":[0.99845695,0.000097317294,0.00017602922,0.000050921386,0.0000091151815,0.000018305023,0.000093377115,0.000006469108,0.0010914585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982185,0.0005416694,0.00007826443,0.00015465308,0.00049991894,0.00050693465],"domain_scores_gemma":[0.99639124,0.0013000019,0.0012389015,0.00020937392,0.00048186295,0.0003785719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015812702,0.00027060427,0.00022283454,0.002537838,0.0032609287,0.0036019632,0.000454822,0.0005216793,0.003969247],"category_scores_gemma":[0.006130821,0.0001775478,0.00022294333,0.002581981,0.0044776015,0.0021263408,0.0035797753,0.0009467631,0.00024512163],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002797377,0.00010777878,0.5490657,0.0001872126,0.000053965272,0.00047918997,0.38963985,0.00013439356,0.0034243392,0.019568412,0.0016889395,0.035370443],"study_design_scores_gemma":[0.0000038056887,0.00002754498,0.68998444,0.000100469886,0.000015861135,0.00021990208,0.2978834,0.0001834103,0.0005104044,0.0017192455,0.009327136,0.000024411063],"about_ca_topic_score_codex":0.045621216,"about_ca_topic_score_gemma":0.085921474,"teacher_disagreement_score":0.045621216,"about_ca_system_score_codex":0.0033742706,"about_ca_system_score_gemma":0.0019883541,"threshold_uncertainty_score":0.090711355},"labels":[],"label_agreement":null},{"id":"W7117345110","doi":"","title":"Designing ecologically effective and economically efficient conservation compensation funds: lessons from theory and practice","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compensation (psychology); Investment (military); Variety (cybernetics); Biodiversity; Scale (ratio); Payment; Biodiversity conservation","score_opus":0.023183611937702076,"score_gpt":0.2709007798875689,"score_spread":0.2477171679498668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117345110","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037022267,0.2050543,0.30179617,0.30832943,0.0015632801,0.0014330754,0.0006468632,0.0003357933,0.14381874],"genre_scores_gemma":[0.67832494,0.06852777,0.23177566,0.014317577,0.0007760729,0.0022647602,0.00020657762,0.00022252787,0.0035840613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9373669,0.046492346,0.0040125884,0.0028857784,0.006778212,0.0024642292],"domain_scores_gemma":[0.7447497,0.22774152,0.007401847,0.0077889482,0.0105585,0.0017594495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07981255,0.001018694,0.0016799578,0.005821276,0.002503138,0.014976553,0.004169254,0.006793223,0.005679656],"category_scores_gemma":[0.1780174,0.0007560988,0.0009006702,0.0056368387,0.019698294,0.01557567,0.0051308023,0.005660767,0.00077695906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005571116,0.00012894023,0.0019205644,0.0038808554,0.000072816016,0.0001291253,0.0029155086,0.006757528,0.0001472677,0.8746811,0.0065344446,0.10277613],"study_design_scores_gemma":[0.000096261676,0.0000959194,0.0013439707,0.01075515,0.00006731,0.00008464066,0.0036177153,0.004217102,0.0006965686,0.90552557,0.073430136,0.00006962371],"about_ca_topic_score_codex":0.008419408,"about_ca_topic_score_gemma":0.0066451407,"teacher_disagreement_score":0.07981255,"about_ca_system_score_codex":0.01405522,"about_ca_system_score_gemma":0.03027187,"threshold_uncertainty_score":0.42209417},"labels":[],"label_agreement":null},{"id":"W7118109134","doi":"","title":"Healthcare interventions to improve health outcomes for racially minoritised people with multiple long-term conditions: A Systematic Review and Narrative synthesis","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Health care; Inclusion (mineral); Multidisciplinary approach; Mental health; Health equity; MEDLINE; Narrative","score_opus":0.03917246647184925,"score_gpt":0.3735569284518124,"score_spread":0.33438446197996313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118109134","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024224608,0.99115294,0.00063190504,0.0009991508,0.00031376892,0.0024339727,0.0010794669,0.000022848815,0.000943404],"genre_scores_gemma":[0.025703939,0.9661406,0.0022879187,0.0011656613,0.0001319681,0.0038494642,0.00043329646,0.000010187766,0.0002770586],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9834779,0.0071728933,0.005625485,0.0008396257,0.0023563376,0.0005277983],"domain_scores_gemma":[0.9530068,0.03706738,0.0056254584,0.0006267617,0.0033067495,0.00036676368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018482227,0.0018711846,0.007966414,0.0116458135,0.0009499282,0.0039800843,0.0019970292,0.0023846624,0.0051097716],"category_scores_gemma":[0.07744726,0.0009746709,0.0085877795,0.011519861,0.0010453355,0.0028721003,0.0023583823,0.0019755033,0.00038197514],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012817168,0.000015070741,0.0003687798,0.97380304,0.005417849,0.00006690328,0.00035497043,0.00010451834,0.00009037686,0.00038197747,0.001044573,0.018223852],"study_design_scores_gemma":[0.00013434122,0.00012601523,0.001305506,0.9509728,0.035125818,0.00010344726,0.0004208351,0.000084966814,0.00014365256,0.0003476137,0.011213663,0.000021434718],"about_ca_topic_score_codex":0.008459587,"about_ca_topic_score_gemma":0.026067907,"teacher_disagreement_score":0.018482227,"about_ca_system_score_codex":0.006025446,"about_ca_system_score_gemma":0.019388665,"threshold_uncertainty_score":0.097744524},"labels":[],"label_agreement":null},{"id":"W7127209422","doi":"","title":"Personal time quality as a transformative metric for assessing cultural ecosystem services","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen science; Workflow; Ecosystem services; Cognitive reframing; Citizen journalism; Valuation (finance); Digital ecosystem; Quality (philosophy)","score_opus":0.023576388279302102,"score_gpt":0.3019004044747045,"score_spread":0.2783240161954024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127209422","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44688267,0.0010385549,0.45909548,0.0020458172,0.0002842025,0.0011215876,0.010738828,0.0016021428,0.077190645],"genre_scores_gemma":[0.8388416,0.00045119872,0.15290071,0.00015432821,0.000058162343,0.0005744388,0.0029264528,0.00025477223,0.0038382849],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99708754,0.001038561,0.00028797358,0.00045704393,0.00095466716,0.00017411252],"domain_scores_gemma":[0.99059945,0.003634999,0.0015702656,0.0013916679,0.002057317,0.0007463383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037675232,0.00080271135,0.0003971014,0.0040121297,0.0010944939,0.004364371,0.00083339785,0.0007333813,0.0055063902],"category_scores_gemma":[0.020594412,0.00026719607,0.00058623235,0.0044860803,0.0014628642,0.0038485606,0.003215289,0.0009021569,0.0011244061],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005521756,0.00031754957,0.3564384,0.0019139745,0.00037595254,0.0005182532,0.03448526,0.023297673,0.012148608,0.07053063,0.021483272,0.4779382],"study_design_scores_gemma":[0.00008219587,0.00086518796,0.46638003,0.0013449431,0.00042045026,0.00085458404,0.05412497,0.12671776,0.022456415,0.12621608,0.19992246,0.00061497104],"about_ca_topic_score_codex":0.013107596,"about_ca_topic_score_gemma":0.029870706,"teacher_disagreement_score":0.013107596,"about_ca_system_score_codex":0.0014832104,"about_ca_system_score_gemma":0.0012540634,"threshold_uncertainty_score":0.026062608},"labels":[],"label_agreement":null},{"id":"W7127239516","doi":"","title":"Kang Youwei, the development of the political space of the West and the concept of freedom (treatise “An Essay on National Salvation through Material Upbuilding”)","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Power (physics); China; Doctrine; Order (exchange); Population; Political system","score_opus":0.02985182388761157,"score_gpt":0.2956134970784476,"score_spread":0.265761673190836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127239516","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037715737,0.4092034,0.009165604,0.077129774,0.007229647,0.0000773083,0.00025873084,0.00005526314,0.45916456],"genre_scores_gemma":[0.738207,0.10678024,0.0020562115,0.0065928507,0.0027298292,0.00011892389,0.00014266199,0.00008720096,0.14328508],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995534,0.0001933,0.00002098759,0.000069031055,0.00007905404,0.000084267274],"domain_scores_gemma":[0.9998272,0.00008748268,0.00002605947,0.000013294271,0.00002277858,0.000023157556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081252574,0.00040211153,0.00020031347,0.0007006317,0.0026955442,0.003198124,0.000244906,0.0009989486,0.001554914],"category_scores_gemma":[0.000859323,0.00018495801,0.00020816892,0.0010909308,0.008538003,0.003336357,0.0011915155,0.0017615343,0.00020507025],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019391711,0.0000073708843,0.0003032882,0.00012905493,0.000005181803,0.000089151516,0.011660665,0.00018891798,0.00026661606,0.9354297,0.035679143,0.016221615],"study_design_scores_gemma":[0.000012562088,0.000015415191,0.0015541222,0.0002802158,0.000009213165,0.00008932989,0.0026586666,0.00016234451,0.0004949975,0.18607381,0.8086279,0.000021440035],"about_ca_topic_score_codex":0.013848963,"about_ca_topic_score_gemma":0.01642851,"teacher_disagreement_score":0.013848963,"about_ca_system_score_codex":0.0051627913,"about_ca_system_score_gemma":0.0030039675,"threshold_uncertainty_score":0.037458837},"labels":[],"label_agreement":null},{"id":"W7135723293","doi":"","title":"The Art of Early Life: A Mixed-Methods Evaluation of Arts-based Approaches to Translating the Developmental Origins of Health and Disease Science for Public Health Impact","year":2025,"lang":"en","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Public health; Odds; Fidelity; Observational study; Health communication; Space (punctuation); Data collection","score_opus":0.233044977792013,"score_gpt":0.4171069732669032,"score_spread":0.18406199547489022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135723293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77207214,0.008952635,0.04362725,0.0032257452,0.0006816901,0.15014865,0.0017947131,0.00033455243,0.019162614],"genre_scores_gemma":[0.5731842,0.0055187433,0.15595253,0.0023172605,0.00020642736,0.2582154,0.0005950548,0.00013564051,0.0038747403],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.92082065,0.06420852,0.00465879,0.0032625985,0.005214662,0.0018347692],"domain_scores_gemma":[0.8884234,0.08326582,0.006661538,0.007446893,0.011687718,0.0025146438],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.10835969,0.0018394005,0.0026593832,0.0027386423,0.0041131293,0.0057609263,0.0038254687,0.0021986899,0.006719609],"category_scores_gemma":[0.09036292,0.0012622012,0.0039588977,0.0026590556,0.0036011075,0.0035191702,0.0062819966,0.0025695113,0.0007153988],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019559506,0.022835264,0.018584283,0.039582677,0.0023237942,0.00048428818,0.13500877,0.0020934672,0.0028329848,0.008202373,0.0038968965,0.74459565],"study_design_scores_gemma":[0.0443903,0.24661134,0.16043045,0.06820718,0.014417447,0.0009295882,0.25616333,0.011363693,0.017170597,0.033609264,0.14534429,0.0013626362],"about_ca_topic_score_codex":0.0053492426,"about_ca_topic_score_gemma":0.010447526,"teacher_disagreement_score":0.9942391,"about_ca_system_score_codex":0.007819936,"about_ca_system_score_gemma":0.015726257,"threshold_uncertainty_score":0.57306767},"labels":[],"label_agreement":null}]}