{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":24,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":24,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6f831368dbe9","filters":{"venue":"The Second ISA Forum of Sociology (August 1-4, 2012)"}},"results":[{"id":"W2602065888","doi":"","title":"Nation, citizenship and belonging: Negotiating Muslim cultural politics in Canada","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citizenship; Politics; Negotiation; Political science; Gender studies; Political economy; Sociology; Law","authors":[{"name":"Jasmin Zine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03097358332697049,"gpt":0.2973273977097666,"spread":0.2663538143827961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00287525,0.0002589611,0.0005024931,0.001157096,0.05527593,0.01259546,0.002135593,0.003349361,0.0108534],"category_scores_gemma":[0.008400084,0.0003346096,0.0003853143,0.002462421,0.01140462,0.002787855,0.005689021,0.005191781,0.0004187673],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.142594,"about_ca_system_score_gemma":0.2060221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962986,"about_ca_topic_score_gemma":0.9990529,"domain_scores_codex":[0.9960636,0.0008017999,0.00006020862,0.00027899,0.0007321552,0.002063224],"domain_scores_gemma":[0.9937567,0.001555983,0.0002901706,0.000122929,0.001439131,0.002835233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002915381,0.0002752136,0.08496568,0.0001199113,0.00007189819,0.001703235,0.5727881,0.001317191,0.0006174319,0.2461117,0.04132184,0.05041631],"study_design_scores_gemma":[0.00003125777,0.00002931555,0.03755808,0.0001392143,0.00003181915,0.0001125028,0.8297054,0.0009961578,0.0002648047,0.009930646,0.121113,0.00008778054],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8228171,0.001036661,0.0005433239,0.02417524,0.0001059304,0.00007554799,0.0001400353,0.00001697095,0.1510892],"genre_scores_gemma":[0.9745595,0.0003894217,0.000212555,0.00107159,0.000005668927,0.00001467186,0.00003208608,0.00001452748,0.02369987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.142594,"threshold_uncertainty_score":0.9944695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2608028968","doi":"10.1007/9789463002080_005","title":"A Canadian anomaly? The social construction of multicultural national identity","year":2015,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multiculturalism; Identity (music); Political science; Sociology; Law; Aesthetics; Art","authors":[{"name":"Elke Winter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02398388951831303,"gpt":0.2787782046019061,"spread":0.254794315083593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005727615,0.0005391517,0.0007436451,0.004274998,0.04443633,0.01878753,0.002256131,0.003127083,0.01130179],"category_scores_gemma":[0.01172422,0.0005373601,0.0004496445,0.009539361,0.03780124,0.008147239,0.006686919,0.00545598,0.0004773408],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1511811,"about_ca_system_score_gemma":0.2013554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937828,"about_ca_topic_score_gemma":0.9958227,"domain_scores_codex":[0.9932073,0.001470585,0.0001159418,0.0007783796,0.00210495,0.002322945],"domain_scores_gemma":[0.9949427,0.0009070202,0.000260438,0.0003762699,0.002249109,0.001264417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002913021,0.00001043041,0.002651738,0.0000443343,0.00001074177,0.0001109937,0.05709231,0.0001337566,0.00009355447,0.8835633,0.03332478,0.02293491],"study_design_scores_gemma":[0.000019205,0.00001371643,0.0168188,0.0004229705,0.0000521536,0.000216,0.1847071,0.0007068755,0.0002862585,0.1417073,0.6548557,0.0001940747],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0889515,0.009073553,0.003513332,0.2130468,0.00148935,0.00004741444,0.0004772852,0.0001155105,0.6832853],"genre_scores_gemma":[0.9525133,0.003933106,0.002402061,0.006291745,0.0001837267,0.00003539365,0.0001103425,0.00010878,0.03442161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1511811,"threshold_uncertainty_score":0.9845096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2608632457","doi":"","title":"Destination Canada(?): Gender, race and changing policies for recruiting migrant domestic workers","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Race (biology); Immigration; Migrant workers; Political science; Business; Economic growth; Demographic economics; Gender studies; Sociology; Economics","authors":[{"name":"Mónica Boyd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03035436636330981,"gpt":0.3089056403941996,"spread":0.2785512740308898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003028067,0.0002169251,0.0002875433,0.001160161,0.01535879,0.007644195,0.001783616,0.003046042,0.01454791],"category_scores_gemma":[0.008989081,0.0002771314,0.0003391386,0.00258669,0.002893382,0.002368721,0.002913885,0.002784487,0.0006006168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05944364,"about_ca_system_score_gemma":0.2186602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913718,"about_ca_topic_score_gemma":0.9983071,"domain_scores_codex":[0.9976715,0.0003908601,0.00004689854,0.0001334999,0.0004498828,0.001307318],"domain_scores_gemma":[0.9926472,0.0007023653,0.0003064329,0.00006861204,0.001517888,0.004757541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000542568,0.0003245361,0.243634,0.0003697118,0.00005626568,0.0008442859,0.04534766,0.0006973228,0.001190553,0.0806691,0.4846554,0.1416686],"study_design_scores_gemma":[0.0001251769,0.0001043465,0.2949312,0.0009800717,0.00009749273,0.0001845688,0.2795152,0.000770835,0.0007159927,0.005577279,0.4168101,0.0001877505],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3995403,0.008889642,0.001154293,0.4743805,0.002074445,0.0002029545,0.002594632,0.00009237548,0.1110709],"genre_scores_gemma":[0.8615525,0.004373545,0.001815869,0.0415999,0.000254634,0.0001454981,0.0005505767,0.0001070972,0.08960042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05944364,"threshold_uncertainty_score":0.4312958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954620759","doi":"","title":"Learning to succeed: Entrepreneurial subjects of development","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Business","authors":[{"name":"Andréa B. Gill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01538013542549454,"gpt":0.2349436825192536,"spread":0.2195635470937591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005583136,0.0003019462,0.0002921433,0.001703883,0.004614195,0.01241888,0.0006501442,0.001789727,0.006096279],"category_scores_gemma":[0.00601242,0.0001501833,0.000179492,0.00179041,0.01608131,0.0074221,0.005562772,0.002265215,0.0004480033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002269654,"about_ca_system_score_gemma":0.005330713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008898642,"about_ca_topic_score_gemma":0.00132544,"domain_scores_codex":[0.9976009,0.001569082,0.00004725644,0.0001505941,0.0002227992,0.0004095209],"domain_scores_gemma":[0.9931792,0.003667171,0.0003397306,0.000289657,0.0004075919,0.002116677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001795678,0.0001047981,0.002647761,0.00005627635,0.000002337892,0.000206656,0.04450535,0.00007162274,0.0001122781,0.9098126,0.006206655,0.03625578],"study_design_scores_gemma":[0.0000255531,0.0000663122,0.004232035,0.0002753075,0.000007118594,0.0002733145,0.0806086,0.0003321515,0.0001841382,0.5963664,0.3176163,0.00001279442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.165979,0.01956897,0.005345548,0.0647399,0.001034442,0.0000939786,0.00005496192,0.00005868408,0.7431244],"genre_scores_gemma":[0.9687262,0.00528161,0.00106963,0.00140402,0.0004599641,0.0000846501,0.00002295285,0.00002830004,0.02292264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01241888,"threshold_uncertainty_score":0.02952683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2551832299","doi":"","title":"Some challenges of contemporary research on ethnic and race relations in Canadian universities","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethnic group; Race (biology); Political science; Gender studies; Sociology; Anthropology","authors":[{"name":"Ann Denis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1228001894314247,"gpt":0.3801259379515561,"spread":0.2573257485201313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.09630711,0.001240657,0.003025311,0.01964492,0.09827359,0.04957895,0.01009117,0.01089158,0.01498179],"category_scores_gemma":[0.09241363,0.001132216,0.001343862,0.04096904,0.08346276,0.02058693,0.01205878,0.01465527,0.000647339],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3404424,"about_ca_system_score_gemma":0.4257061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930663,"about_ca_topic_score_gemma":0.9968917,"domain_scores_codex":[0.9419573,0.02430668,0.001863254,0.004516421,0.01314598,0.01421042],"domain_scores_gemma":[0.8543569,0.074377,0.004910339,0.003509708,0.04609377,0.01675221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001549843,0.0001497535,0.01177135,0.0008892487,0.0000824506,0.0001889417,0.2309269,0.0005749199,0.0002229788,0.5787157,0.1062407,0.07008208],"study_design_scores_gemma":[0.00004621272,0.00002780717,0.02730529,0.002847034,0.00009419299,0.00007177527,0.6304508,0.0005972161,0.0002125873,0.08116134,0.2568858,0.0002999688],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04928456,0.05297514,0.001042497,0.8204665,0.002677061,0.00007013538,0.0006832998,0.0000379448,0.07276299],"genre_scores_gemma":[0.8150946,0.03924525,0.003709251,0.1164404,0.003986218,0.0003142743,0.0004248565,0.0001368787,0.02064824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9017264,"threshold_uncertainty_score":0.7649933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605451163","doi":"","title":"Organizing in the informal sector : A case study in Mumbai's shipbreaking yards","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Yard; Informal sector; Collective action; Port (circuit theory); Work (physics); Liberalization; Economy; Political science; Economic growth; Sociology; Engineering; Economics; Politics; Law","authors":[{"name":"Yanick Noiseux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03275632470477842,"gpt":0.3171457972492689,"spread":0.2843894725444905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002376415,0.0004934594,0.0004346705,0.001785272,0.02050242,0.00383918,0.002016705,0.002118795,0.004317631],"category_scores_gemma":[0.00236726,0.0006000361,0.0002898224,0.002586165,0.007317089,0.001524856,0.004960152,0.002395279,0.0004802876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005832049,"about_ca_system_score_gemma":0.003369071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05499829,"about_ca_topic_score_gemma":0.1795666,"domain_scores_codex":[0.9975108,0.001264636,0.00005603602,0.0001558857,0.0001655056,0.0008471901],"domain_scores_gemma":[0.9969339,0.001714277,0.000376212,0.000182495,0.000156312,0.000636748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009577338,0.0005471751,0.03364927,0.0001512859,0.000008784004,0.01473092,0.9366238,0.0002591349,0.001249153,0.002765248,0.0008287025,0.009090821],"study_design_scores_gemma":[0.000005796614,0.00009797939,0.01435062,0.00005028884,0.000004247685,0.0007029433,0.9801521,0.0001187397,0.0002257978,0.00009987109,0.004183086,0.000008590492],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966484,0.0000855619,0.0001305272,0.0002814645,0.000007185735,0.00003894546,0.00001957684,0.000002989404,0.002785515],"genre_scores_gemma":[0.996699,0.0001730571,0.0002399705,0.0001002893,0.00000990233,0.00003355069,0.0000180094,0.000004033829,0.0027222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05499829,"threshold_uncertainty_score":0.1093563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2589811021","doi":"","title":"The sticky wicket of regulating violence against women in polygamy: Feminist perspective on the constitutional challenge in Canada","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Religion, Gender, and Enlightenment","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Gender studies; Sociology; Political science; Criminology; Art","authors":[{"name":"Melanie Heath","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.023394514256064,"gpt":0.2356930608451408,"spread":0.2122985465890768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009461921,0.0004410464,0.000950422,0.00168336,0.05780946,0.01613862,0.004201037,0.01284636,0.005701986],"category_scores_gemma":[0.01649926,0.0007907464,0.000660732,0.002522805,0.03504229,0.003183703,0.007194418,0.0172906,0.0002342397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.120062,"about_ca_system_score_gemma":0.3344119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946259,"about_ca_topic_score_gemma":0.9970651,"domain_scores_codex":[0.9830838,0.003161937,0.0002812809,0.001014648,0.002656108,0.009802326],"domain_scores_gemma":[0.9882582,0.004832716,0.0004067563,0.0002700571,0.00231803,0.003914205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000656952,0.0000695739,0.005465438,0.0001124048,0.00004159486,0.0006954216,0.05673352,0.0009745372,0.0005789203,0.8885952,0.03085691,0.01581072],"study_design_scores_gemma":[0.0002318063,0.0001302324,0.03360168,0.001187065,0.0002541407,0.0003634101,0.2262216,0.002763154,0.00147187,0.1793252,0.5539228,0.0005269662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2123752,0.008825758,0.003106831,0.5220285,0.001164314,0.0002014581,0.0002571399,0.00004680682,0.251994],"genre_scores_gemma":[0.8950443,0.00270203,0.001042287,0.06135685,0.0002214187,0.0001068429,0.000036901,0.00004855896,0.0394409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.120062,"threshold_uncertainty_score":0.871115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2755499608","doi":"","title":"Design, housing and public space in the intensification of downtown Toronto: Good intentions and neo-liberal realities","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Downtown; Public space; Space (punctuation); Sociology; Political science; Architectural engineering; Public relations; Public administration; Business; Aesthetics; Geography; Engineering; Computer science; Art","authors":[{"name":"William Michelson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04779341927868577,"gpt":0.2954648622726341,"spread":0.2476714429939483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008942433,0.0003041977,0.0001757538,0.0006685634,0.008486543,0.005604987,0.0006782699,0.0009639767,0.00469238],"category_scores_gemma":[0.001412574,0.0002804339,0.0002248529,0.001403108,0.01730656,0.001677398,0.003508526,0.001370196,0.0001422687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05532338,"about_ca_system_score_gemma":0.02054629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8899325,"about_ca_topic_score_gemma":0.9673724,"domain_scores_codex":[0.9990089,0.0003153025,0.0000230617,0.00008858927,0.0001796106,0.000384505],"domain_scores_gemma":[0.9989942,0.000210024,0.0001421645,0.0001214219,0.0001496804,0.0003824787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001204625,0.00004199727,0.03941651,0.0001152822,0.00001707241,0.0005759278,0.2378807,0.002883382,0.001360235,0.6927431,0.005997106,0.01884815],"study_design_scores_gemma":[0.00005271311,0.000134283,0.1886739,0.0002740517,0.00007037506,0.0003106282,0.4195056,0.002603641,0.002119307,0.06374526,0.3223941,0.0001161669],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8530105,0.001623427,0.00196253,0.01100712,0.00004094459,0.00003334398,0.000134599,0.00002490563,0.1321627],"genre_scores_gemma":[0.9888496,0.0002404294,0.0003732039,0.0001044529,0.000005551728,0.00001134922,0.00002007774,0.000009043587,0.01038627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100675,"threshold_uncertainty_score":0.4014011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606639140","doi":"","title":"Transgenderism and health policy in Canada","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"W.O. Taylor-Cole","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03979120864085184,"gpt":0.3539419160945663,"spread":0.3141507074537145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004245952,0.000392587,0.0008732383,0.002853832,0.03681683,0.01242166,0.00288095,0.009202468,0.01980961],"category_scores_gemma":[0.009789754,0.0006711973,0.0008776961,0.005055703,0.008049177,0.002574686,0.007143729,0.01020843,0.0005753938],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2904759,"about_ca_system_score_gemma":0.630508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986533,"about_ca_topic_score_gemma":0.9993773,"domain_scores_codex":[0.9907379,0.0008647233,0.0001855243,0.0003639953,0.001625771,0.006222126],"domain_scores_gemma":[0.985292,0.001406767,0.0003467364,0.0001391727,0.00282565,0.0099896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003904459,0.0003863846,0.03497675,0.0007649285,0.0001507142,0.00144099,0.03074213,0.002401914,0.0007302111,0.5962281,0.2468962,0.08489131],"study_design_scores_gemma":[0.00032921,0.000148027,0.06482607,0.001582649,0.0001493395,0.0001869321,0.08900341,0.002381149,0.0004954498,0.03635247,0.8042076,0.0003376405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1606382,0.02716281,0.0005606457,0.6370158,0.003300932,0.0002090017,0.001108984,0.00008637235,0.1699174],"genre_scores_gemma":[0.762819,0.01544225,0.001020073,0.09725402,0.0005128552,0.0001535519,0.0003167775,0.00009598087,0.1223856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2904759,"threshold_uncertainty_score":0.8229474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2607361697","doi":"","title":"A critical sociology of journalism: Regulating cultural diversity in the Montreal and New York press","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Journalism; Diversity (politics); Sociology; Media studies; Free press; Cultural diversity; Political science; Social science; Environmental ethics; Anthropology; Law and economics; Philosophy","authors":[{"name":"Greg M. Nielsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08390220588600457,"gpt":0.3365475815172396,"spread":0.252645375631235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01298541,0.0006578743,0.0004572161,0.006004574,0.02532527,0.02971685,0.002664229,0.006874014,0.01683329],"category_scores_gemma":[0.04612185,0.0007895823,0.0003518887,0.005025776,0.07565265,0.0141099,0.008219047,0.007391852,0.0005037611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07167019,"about_ca_system_score_gemma":0.07377717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6207071,"about_ca_topic_score_gemma":0.7626509,"domain_scores_codex":[0.9904227,0.005114272,0.0001914864,0.0008013916,0.001888905,0.001581101],"domain_scores_gemma":[0.9537704,0.0311004,0.00244785,0.001512344,0.004694586,0.006474412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000221647,0.00002530559,0.0009289373,0.00004351847,0.00000772654,0.00009474753,0.02484684,0.0001486348,0.0001752629,0.9336051,0.03198814,0.008113783],"study_design_scores_gemma":[0.0001085276,0.00003533958,0.01187419,0.0005896814,0.00004221171,0.00008109996,0.04012097,0.0007933571,0.0007307114,0.3990453,0.5464354,0.0001431921],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05691983,0.02755034,0.007823961,0.4334521,0.002560355,0.0002076626,0.0002365331,0.0001674832,0.4710818],"genre_scores_gemma":[0.9147447,0.004498962,0.002195128,0.009975896,0.002532813,0.00025039,0.00003251591,0.0001646287,0.0656049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3792929,"threshold_uncertainty_score":0.7630533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2607882385","doi":"","title":"Unwelcome, unwanted, and persistent: Institutional responses to bullying and gendered violence in Ontario schools","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Criminology; Psychology; Political science; Sociology","authors":[{"name":"Alison Aurelia Fisher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03930031423961199,"gpt":0.2875348246397031,"spread":0.2482345104000911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003066737,0.0002957681,0.0005445863,0.001902413,0.01985701,0.005387209,0.00176717,0.001585539,0.003923658],"category_scores_gemma":[0.0108137,0.0006858021,0.0004472592,0.00289547,0.008103942,0.001956809,0.00735159,0.002628252,0.0002232929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04637238,"about_ca_system_score_gemma":0.05695849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9368631,"about_ca_topic_score_gemma":0.9824271,"domain_scores_codex":[0.9953246,0.001049333,0.0002161287,0.0002681989,0.0009644646,0.002177099],"domain_scores_gemma":[0.9900148,0.001293582,0.003315836,0.0003100668,0.001423319,0.003642389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008523235,0.0001466739,0.4722472,0.00007443611,0.00002500696,0.0003142181,0.5160108,0.00004834342,0.0002375252,0.001546252,0.001736827,0.007527463],"study_design_scores_gemma":[0.000005666054,0.00003298162,0.305222,0.00009974748,0.00001731014,0.00004556653,0.6903129,0.00004073716,0.00007010553,0.00020126,0.003931405,0.00002026091],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945127,0.0001892372,0.00003671021,0.001849644,0.00001831359,0.00002528989,0.00004662435,0.000002464575,0.003319056],"genre_scores_gemma":[0.9982425,0.0001974265,0.00003032002,0.0001521927,0.000007007344,0.00001866915,0.00002020858,0.000002403057,0.001329281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06313694,"threshold_uncertainty_score":0.3364568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2609538438","doi":"","title":"Learning and (de)alienation in social movements: Considerations from two case studies on anti-poverty community organizing","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Poverty; Alienation; Sociology; Social movement; Political science; Criminology; Law; Politics","authors":[{"name":"Joseph E. Sawan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05741720989956495,"gpt":0.3739936446352731,"spread":0.3165764347357082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01157552,0.000587368,0.0005384538,0.002787568,0.03812554,0.0116252,0.00430822,0.008222364,0.006506279],"category_scores_gemma":[0.01376285,0.0003520696,0.0004718067,0.003167456,0.04920997,0.01095623,0.01741559,0.006649612,0.0003368425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002066,"about_ca_system_score_gemma":0.006001027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02384061,"about_ca_topic_score_gemma":0.06432337,"domain_scores_codex":[0.9875364,0.007431377,0.0001886451,0.0004518699,0.0007471246,0.00364471],"domain_scores_gemma":[0.9847534,0.01100845,0.001228794,0.0007777201,0.0005624361,0.001669258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005047852,0.0002044827,0.004617601,0.00008130424,0.000005722287,0.002019668,0.8144053,0.0002048805,0.0001693129,0.1641337,0.00128844,0.0128191],"study_design_scores_gemma":[0.00001435469,0.0000379075,0.002486522,0.0001099835,0.00000478746,0.0004866953,0.9584944,0.0001923276,0.0002257525,0.01251119,0.02542336,0.00001276462],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837172,0.0005207186,0.002657115,0.01430758,0.00007820002,0.0001622795,0.00003887497,0.0000212838,0.1450419],"genre_scores_gemma":[0.9948028,0.0001225891,0.0002930993,0.0002919758,0.00001647818,0.00006003603,0.000009305334,0.000008498856,0.0043952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03812554,"threshold_uncertainty_score":0.07270533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2743813193","doi":"","title":"Neoliberal civil society? INGOs in the Montreal protocol","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Civil society; Public administration; Media studies; Sociology; Politics; Law","authors":[{"name":"Brian J. Gareau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01869752797510854,"gpt":0.3060715927942042,"spread":0.2873740648190957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02307663,0.0008332141,0.0006953282,0.001819958,0.01143282,0.01214421,0.004458521,0.01009858,0.05247489],"category_scores_gemma":[0.04289449,0.0009213625,0.0007607166,0.002488226,0.007601818,0.006509411,0.008028326,0.009023579,0.003647056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04660212,"about_ca_system_score_gemma":0.08235087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.718107,"about_ca_topic_score_gemma":0.7807361,"domain_scores_codex":[0.980292,0.00653823,0.0006932399,0.001797837,0.004997057,0.005681575],"domain_scores_gemma":[0.9870229,0.00528606,0.0005993522,0.001985008,0.003189479,0.001917229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005630749,0.00003529151,0.0004213142,0.00006436873,0.0000116013,0.00004923912,0.001089879,0.000264759,0.0001320096,0.8504701,0.1387895,0.008615595],"study_design_scores_gemma":[0.0001291668,0.00005433822,0.005055917,0.0003408738,0.0000315676,0.00003333602,0.001453626,0.0005013726,0.0003999354,0.06228733,0.9296002,0.0001124224],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01149142,0.002552622,0.003239732,0.1412847,0.002113575,0.0009268665,0.001996386,0.0002410504,0.8361537],"genre_scores_gemma":[0.2372141,0.001572513,0.004078094,0.08005328,0.001462379,0.002738926,0.0008692968,0.0002634043,0.671748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.718107,"threshold_uncertainty_score":0.5671061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2618483462","doi":"","title":"The workers vs. temporary labour recruitment agencies: Contextualizing immigrant workers' struggles against temp agencies in Canada","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Labour economics; Demographic economics; Migrant workers; Political science; Business; Economic growth; Economics; Law","authors":[{"name":"Aziz Choudry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06872278224988623,"gpt":0.3454121537440447,"spread":0.2766893714941585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006358745,0.0003926157,0.0008061662,0.002069657,0.07792889,0.01871984,0.00416378,0.005278874,0.007271495],"category_scores_gemma":[0.01211756,0.0006529945,0.0005528862,0.004394921,0.02046697,0.003700447,0.01409395,0.009763777,0.0003451372],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1490341,"about_ca_system_score_gemma":0.26769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921982,"about_ca_topic_score_gemma":0.9980285,"domain_scores_codex":[0.988717,0.00206275,0.000201704,0.0004147601,0.001417071,0.007186825],"domain_scores_gemma":[0.9880874,0.002421008,0.0007456991,0.0001849317,0.00259502,0.005965943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009132504,0.0001004799,0.0250512,0.00009061486,0.00001913435,0.0008685916,0.934078,0.0001330724,0.0003193164,0.01949319,0.009270519,0.01048443],"study_design_scores_gemma":[0.000004571381,0.00001068419,0.009044996,0.0001083556,0.000007646187,0.00003287165,0.9735233,0.00004292554,0.00003405539,0.00033368,0.01683906,0.0000178289],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322447,0.001442659,0.0002414452,0.03015818,0.0001990904,0.00009151518,0.0001188796,0.0000137947,0.03548982],"genre_scores_gemma":[0.9858115,0.0008091677,0.0001465206,0.003595382,0.00001934229,0.0000372389,0.00003275342,0.00002395732,0.009523962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1490341,"threshold_uncertainty_score":0.9869998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604418251","doi":"","title":"The quality of life of African immigrant women in Canada: A study of small-scale women entrepreneurs in the province of Alberta","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Scale (ratio); Quality of life (healthcare); Women entrepreneurs; Geography; Economic growth; Political science; Entrepreneurship; Economics; Psychology; Cartography; Archaeology","authors":[{"name":"Patience Elabor-Idemudia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02194086871421129,"gpt":0.2687881405142822,"spread":0.246847271800071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008842815,0.000452362,0.0006940147,0.001822054,0.01121846,0.00316073,0.00174839,0.0009460819,0.001731049],"category_scores_gemma":[0.001628795,0.00054297,0.0005145425,0.004420166,0.002633538,0.0009451308,0.002353576,0.001787049,0.0003329926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02661947,"about_ca_system_score_gemma":0.03098433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861303,"about_ca_topic_score_gemma":0.9957885,"domain_scores_codex":[0.9988888,0.0001499821,0.00003455521,0.00007733313,0.0001797797,0.0006695303],"domain_scores_gemma":[0.9986156,0.0001157722,0.0001812064,0.00003130593,0.0004149129,0.0006412455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000231352,0.0005179118,0.7768716,0.00009572364,0.00005570772,0.001011063,0.2071336,0.00007907476,0.0007161493,0.0004742251,0.001586874,0.01122671],"study_design_scores_gemma":[0.00001299561,0.0001077269,0.6047814,0.0001027993,0.00001810495,0.0001439608,0.392563,0.00009871282,0.0000628891,0.00006531447,0.00201012,0.0000330314],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987969,0.0001748959,0.00001342726,0.0002043705,0.000007496428,0.00002318781,0.0001052774,8.625279e-7,0.000673576],"genre_scores_gemma":[0.9974245,0.0004958643,0.00007117319,0.000232047,0.000005081547,0.00002718513,0.0001579971,0.00000317788,0.001583028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02661947,"threshold_uncertainty_score":0.1931387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613642217","doi":"","title":"Same problem, different motivations: A comparison of Quebec City's and Genoa's multiscalar responses to climate change","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Climate change; Geography; Physical geography; Geology","authors":[{"name":"Emiliano Scanu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1174774608626434,"gpt":0.3053781979401063,"spread":0.1879007370774629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001682585,0.0002009218,0.000316801,0.001122058,0.006215894,0.005104749,0.001223991,0.001724572,0.004860636],"category_scores_gemma":[0.004473104,0.0002143972,0.0004311652,0.002753352,0.003530697,0.001165627,0.001939645,0.001466534,0.0002201651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03709599,"about_ca_system_score_gemma":0.02621326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9737244,"about_ca_topic_score_gemma":0.9933112,"domain_scores_codex":[0.9985275,0.000340024,0.00002146953,0.0001028209,0.0003406501,0.000667525],"domain_scores_gemma":[0.9976249,0.0005194706,0.0003230526,0.0001033148,0.0007431241,0.0006860927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001176845,0.0005481546,0.5787584,0.0003159152,0.0005648052,0.002046033,0.1225596,0.00467921,0.00318803,0.1280819,0.0708179,0.08726328],"study_design_scores_gemma":[0.0000518193,0.00005377502,0.8140187,0.00009363284,0.00006603052,0.00007527105,0.1170679,0.001442401,0.0003643199,0.002346588,0.06433196,0.00008759193],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.911033,0.0009921924,0.0005232979,0.01232269,0.0001124975,0.00007373633,0.0007155128,0.00002147772,0.07420556],"genre_scores_gemma":[0.9918684,0.000265953,0.0002248774,0.0009673335,0.00001353504,0.00001624935,0.0001527835,0.00002098719,0.006469921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03709599,"threshold_uncertainty_score":0.2691514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2598051992","doi":"","title":"An ethic of independence and diminished filial piety: Chinese widows' support systems in Canada","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Filial piety; Independence (probability theory); Psychology; Sociology; Gender studies; Social psychology; Political science","authors":[{"name":"Catherine Craven","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0112114078963983,"gpt":0.2807540360794177,"spread":0.2695426281830194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054186,0.0001702551,0.0003497369,0.001701049,0.01950688,0.005311472,0.001436954,0.0008712262,0.004021993],"category_scores_gemma":[0.003415031,0.0001990512,0.0002319019,0.003589345,0.006808438,0.001184116,0.003355508,0.001779852,0.0001055129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06053899,"about_ca_system_score_gemma":0.09578765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890132,"about_ca_topic_score_gemma":0.9958688,"domain_scores_codex":[0.9985785,0.0001329313,0.00003747848,0.00009078262,0.0002206265,0.0009396091],"domain_scores_gemma":[0.9971584,0.0002929592,0.0002676621,0.00007242466,0.0007975409,0.001410971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004106156,0.0002166791,0.5382223,0.00008023174,0.00007488191,0.001348211,0.3375414,0.0005930008,0.0009040243,0.06978564,0.007207235,0.04361576],"study_design_scores_gemma":[0.00004153695,0.00004953432,0.514199,0.00009419508,0.0000515562,0.0001266889,0.4656874,0.0009030719,0.000251333,0.003019431,0.01549273,0.00008349831],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910164,0.0001377297,0.00003941625,0.001713832,0.000007035266,0.00000970401,0.00004964828,0.000002032276,0.007024141],"genre_scores_gemma":[0.9986192,0.00007432736,0.00002525839,0.00006832544,0.000001114487,0.000003130788,0.00001405407,0.000001020239,0.001193618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06053899,"threshold_uncertainty_score":0.4392432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613379848","doi":"","title":"Cultural diversity and journalism in Canada","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Journalism; Cultural diversity; Diversity (politics); Political science; Geography; Media studies; Sociology; Anthropology","authors":[{"name":"Farrah Bérubé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03252280298827798,"gpt":0.2788146865771351,"spread":0.2462918835888571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003820672,0.0002294393,0.0006985262,0.006820104,0.02613697,0.01323545,0.001782753,0.001543259,0.01052618],"category_scores_gemma":[0.01920136,0.0004992059,0.0004178832,0.01375221,0.006505102,0.002341073,0.004244016,0.00289928,0.000382857],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1895551,"about_ca_system_score_gemma":0.3229482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9977465,"about_ca_topic_score_gemma":0.9990382,"domain_scores_codex":[0.9936343,0.0005646747,0.0002451414,0.0005274613,0.002419219,0.002609092],"domain_scores_gemma":[0.9584208,0.006396068,0.002343627,0.0005235786,0.01532183,0.01699403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009869033,0.0005071055,0.4016146,0.0007333501,0.0003234685,0.002284189,0.1254153,0.001956707,0.001415432,0.1738322,0.1267298,0.1642009],"study_design_scores_gemma":[0.000114282,0.00007824407,0.6508834,0.000620072,0.00009843944,0.0002418903,0.1162827,0.001234069,0.0004982537,0.009245282,0.2204383,0.000265022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7905869,0.01252197,0.00032679,0.06886068,0.000538308,0.0001042586,0.001822596,0.00007519267,0.1251633],"genre_scores_gemma":[0.9776071,0.002238855,0.0001740348,0.001504797,0.00006596607,0.00001652576,0.0001871902,0.00002786833,0.01817764],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1895551,"threshold_uncertainty_score":0.9400012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2759197248","doi":"","title":"Sharing stories to activate dialogue with refugee youth in Montreal","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Refugee; Gender studies; Political science; Sociology; Media studies","authors":[{"name":"Elizabeth Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.028714825153501,"gpt":0.3042796071222034,"spread":0.2755647819687024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004320501,0.001072138,0.0005198618,0.001106935,0.04465736,0.008669414,0.00306787,0.003724463,0.0147006],"category_scores_gemma":[0.008075173,0.0005630095,0.0004659307,0.001407251,0.01425369,0.003357701,0.01315209,0.006078092,0.0009534273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03167101,"about_ca_system_score_gemma":0.03365848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6740896,"about_ca_topic_score_gemma":0.9196938,"domain_scores_codex":[0.9944458,0.00303214,0.00004651476,0.0002708998,0.000378348,0.001826237],"domain_scores_gemma":[0.9934569,0.001281785,0.0002794921,0.0001440706,0.0006032856,0.004234512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008178478,0.00011822,0.003845442,0.00005732566,0.00001274946,0.001388625,0.9612501,0.00007668636,0.0007133722,0.003900776,0.02166349,0.006891467],"study_design_scores_gemma":[0.00001894781,0.00005695075,0.00447869,0.00008024697,0.0000110344,0.0001182894,0.8969923,0.00005840854,0.0002916007,0.0004273682,0.0974309,0.00003541457],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8288249,0.001599437,0.001407858,0.03648274,0.001244464,0.0003991949,0.000376875,0.0002519223,0.1294127],"genre_scores_gemma":[0.9564931,0.0004781852,0.0007703523,0.00212235,0.0001042581,0.0001596206,0.00008813037,0.0001039337,0.03968003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3259104,"threshold_uncertainty_score":0.6556596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2609600715","doi":"","title":"African immigrant women's entrepreneurships in Canada as pathway for alleviating poverty: Challenges, conflicts and successes","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Poverty; Immigration; Political science; Sociology; Economic growth; Economics","authors":[{"name":"Patience Elabor-Idemudia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02748461005772708,"gpt":0.2582422175806232,"spread":0.2307576075228961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001759547,0.0002428561,0.0003005029,0.001202672,0.03273389,0.008239955,0.001461893,0.001413347,0.004870754],"category_scores_gemma":[0.003448108,0.0001853256,0.0001944046,0.002579519,0.005595826,0.001750872,0.005696806,0.002332516,0.0001754044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03798514,"about_ca_system_score_gemma":0.1593159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9684637,"about_ca_topic_score_gemma":0.993413,"domain_scores_codex":[0.9977345,0.0003400603,0.00002519934,0.00006723688,0.0002146659,0.001618258],"domain_scores_gemma":[0.9969735,0.0002519533,0.0001869614,0.00003329743,0.0004492509,0.002104985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004554935,0.0005107129,0.1805359,0.0002359123,0.00004550853,0.002869074,0.576162,0.0002102572,0.001001065,0.06140228,0.03627178,0.1403],"study_design_scores_gemma":[0.00001727387,0.00004782321,0.04792707,0.0002277209,0.00001623685,0.0001355381,0.9043734,0.0001227082,0.0001928108,0.001230105,0.04567723,0.00003214948],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387373,0.002442463,0.00008366979,0.02627368,0.0001777037,0.0000616553,0.000127103,0.00000804437,0.03208838],"genre_scores_gemma":[0.9854682,0.001579772,0.0001422833,0.001649465,0.0000159966,0.00002494354,0.00002951015,0.000007040388,0.01108277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03798514,"threshold_uncertainty_score":0.2756028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606649267","doi":"","title":"Gendering health human resource policy and management: A scoping exercise of Canada, Australia and Germany","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Ellen Kuhlmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08381628471112207,"gpt":0.3357917669118111,"spread":0.251975482200689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02997977,0.0007923549,0.00228968,0.01194241,0.01091557,0.008979877,0.001885075,0.002987046,0.002359176],"category_scores_gemma":[0.02950326,0.0007599193,0.0008367873,0.03617914,0.005536383,0.004093529,0.004701019,0.001592193,0.0001052293],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1905294,"about_ca_system_score_gemma":0.3309793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911383,"about_ca_topic_score_gemma":0.9962565,"domain_scores_codex":[0.9900562,0.0034694,0.0006571654,0.000580883,0.002316091,0.002920299],"domain_scores_gemma":[0.9779161,0.0137556,0.0009979586,0.0003391847,0.005848766,0.001142337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007045183,0.0003111047,0.04822183,0.01788624,0.0006936672,0.001263401,0.4160143,0.005845423,0.001133429,0.1276805,0.03281057,0.347435],"study_design_scores_gemma":[0.0000537722,0.0002183709,0.1877793,0.03104568,0.0007685068,0.0001992279,0.5189839,0.002524207,0.001219155,0.007868211,0.2491046,0.0002350476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4661944,0.4244791,0.001837015,0.03223127,0.000477275,0.0008924115,0.002514373,0.00003155981,0.07134263],"genre_scores_gemma":[0.8390333,0.1446186,0.003301236,0.002518902,0.00007883641,0.0004741729,0.0005854455,0.00003061428,0.009358861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1905294,"threshold_uncertainty_score":0.9388711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2612085749","doi":"","title":"Problematizing participatory video with youth in Canada: A critical disruptive praxis?","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Praxis; Citizen journalism; Sociology; Participatory action research; Photo elicitation; Media studies; Political science; Public relations; Computer science; World Wide Web; Anthropology","authors":[{"name":"Matthew A. Rogers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04818519122816942,"gpt":0.3220821911664317,"spread":0.2738969999382622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01236021,0.0008020216,0.0006293905,0.002396334,0.03868006,0.01447081,0.004948002,0.004291754,0.004370085],"category_scores_gemma":[0.0319856,0.0005552892,0.0003281332,0.004313547,0.01645138,0.005806189,0.006933682,0.008669459,0.0004891006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08137428,"about_ca_system_score_gemma":0.139869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9601355,"about_ca_topic_score_gemma":0.9873196,"domain_scores_codex":[0.9856957,0.00637175,0.0002291824,0.001013492,0.002706207,0.003983696],"domain_scores_gemma":[0.9720039,0.009565451,0.001723335,0.0009198715,0.008852048,0.006935378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006516027,0.0001403073,0.01503103,0.00009614272,0.00001307307,0.0004110773,0.9416518,0.00007045009,0.0005039767,0.00540216,0.01355428,0.02306055],"study_design_scores_gemma":[0.00000675213,0.0000234,0.006183716,0.0001082552,0.000007565627,0.00005000404,0.963801,0.00009804623,0.000258396,0.0005525332,0.02888925,0.00002094398],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8708726,0.002513088,0.002856574,0.07525702,0.0009772358,0.0003627448,0.0006753913,0.0001093832,0.04637599],"genre_scores_gemma":[0.9822712,0.00110461,0.00126302,0.004545615,0.0001222633,0.0001248861,0.0001404534,0.00007135557,0.01035649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08137428,"threshold_uncertainty_score":0.5904145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2612594622","doi":"","title":"Violence, liberty and constitutionalism: A historical and contemporary reflection from Atlantic Canada","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"American Constitutional Law and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Constitutionalism; Reflection (computer programming); Criminology; Political science; Law; History; Sociology; Politics; Democracy","authors":[{"name":"Linda Christiansen-Ruffman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02407965876576512,"gpt":0.2680214210024801,"spread":0.243941762236715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003098592,0.000379884,0.0006369621,0.002384016,0.05247644,0.01589102,0.002701987,0.005384335,0.007924945],"category_scores_gemma":[0.006205487,0.0005303184,0.0003675552,0.008083454,0.02175548,0.003536278,0.004894729,0.01044052,0.0002918961],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.254668,"about_ca_system_score_gemma":0.314005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980836,"about_ca_topic_score_gemma":0.9994556,"domain_scores_codex":[0.9965402,0.0004710948,0.00006211129,0.000282961,0.0007671604,0.001876472],"domain_scores_gemma":[0.9955606,0.001635565,0.0002573796,0.0001120815,0.001275046,0.001159139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009753487,0.00007350742,0.01863216,0.0002120709,0.00004101195,0.001233319,0.5637795,0.00057626,0.0003979109,0.3294856,0.05108436,0.03438682],"study_design_scores_gemma":[0.00002134734,0.00001726255,0.02317797,0.0005249392,0.00004908645,0.0001744384,0.4782948,0.0003680683,0.0002932133,0.01208996,0.4848868,0.0001020335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4910469,0.02496832,0.0009682999,0.2438211,0.0009154888,0.00006018216,0.0005352352,0.00003038031,0.237654],"genre_scores_gemma":[0.9282134,0.01001817,0.0004035442,0.0104648,0.0001303544,0.00002410555,0.0001053333,0.00006191895,0.0505783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.254668,"threshold_uncertainty_score":0.8644795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611120194","doi":"","title":"Migrant worker organizing and labour law in Canada","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Labour law; Law; Political science; Labour economics; Economics","authors":[{"name":"Mark Thomas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01178854741734428,"gpt":0.2453594923298357,"spread":0.2335709449124914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002088236,0.0002919356,0.0005940283,0.002240235,0.04187496,0.01125702,0.002624361,0.004230286,0.01110099],"category_scores_gemma":[0.006356311,0.0005694252,0.0004995105,0.004989014,0.006438874,0.001828094,0.004134392,0.004860678,0.0003633446],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2332832,"about_ca_system_score_gemma":0.3818692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988944,"about_ca_topic_score_gemma":0.9995951,"domain_scores_codex":[0.9956643,0.0002905895,0.00007981486,0.0002521267,0.0007609914,0.002952315],"domain_scores_gemma":[0.9951217,0.0007268355,0.000287666,0.00009658624,0.001422791,0.002344458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002937783,0.0003279484,0.07975379,0.0003120907,0.00008332027,0.001682356,0.08250275,0.003064527,0.0007496302,0.633288,0.1296907,0.06825113],"study_design_scores_gemma":[0.0001161885,0.0001113532,0.2306216,0.0007074716,0.00007582458,0.0001878938,0.2061554,0.003659874,0.0005770854,0.02284202,0.5346662,0.0002790799],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6947632,0.01011835,0.0006747203,0.100588,0.0004723645,0.0001344423,0.0008386754,0.00007642795,0.1923339],"genre_scores_gemma":[0.8878005,0.002729168,0.0003406335,0.004565138,0.00005756293,0.00003958224,0.000164826,0.00003791236,0.1042648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2332832,"threshold_uncertainty_score":0.8892828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}