{"meta":{"query_hash":"2165b7310514","filters":{"venue":"Global dynamics of social policy"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/2165b7310514","api":"https://metacan.xera.ac/api/v1/cohort?venue=Global+dynamics+of+social+policy"},"results":[{"id":"W3040272541","doi":"10.1007/978-3-030-42054-3_2","title":"A Relationship Dominated by Employment Relations","year":2020,"lang":"en","type":"book-chapter","venue":"Global dynamics of social policy","topic":"Employment and Welfare Studies","field":"Health Professions","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":"Quarter (Canadian coin); Period (music); Welfare state; Wage; Narrative; Political science; Industrial relations; State (computer science); Welfare; Political economy; Sociology; History; Politics; Law; Art","score_opus":0.03832689696559173,"score_gpt":0.3849579432668133,"score_spread":0.3466310463012216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040272541","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004980049,0.0119278,0.0008197216,0.014267903,0.0006380359,0.000016483635,0.000026425922,0.000013675179,0.96731],"genre_scores_gemma":[0.27493456,0.01746306,0.000736128,0.009107274,0.001056145,0.000082925435,0.00005354043,0.000046544108,0.69651985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999006,0.00050684134,0.000013606295,0.00014041174,0.00018777611,0.00014546071],"domain_scores_gemma":[0.9995285,0.00019667423,0.000033756398,0.0000310154,0.000078369674,0.00013169486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009504646,0.00028201577,0.00023151176,0.00091886043,0.004865214,0.005637632,0.00049565214,0.001408397,0.01970218],"category_scores_gemma":[0.00069638796,0.0001479534,0.00011049006,0.0012426144,0.0137483515,0.004996364,0.003026377,0.0032111425,0.002665651],"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":[0.0000046470163,0.000015420266,0.000102302154,0.000046193058,7.80951e-7,0.00008378837,0.013893661,0.00002707802,0.00008678388,0.9465628,0.029072559,0.010103879],"study_design_scores_gemma":[0.0000031475495,0.000013582476,0.00045823114,0.00033663504,0.0000014198378,0.000099231984,0.0116092805,0.00006870027,0.00006803977,0.05687889,0.9304593,0.0000035003252],"about_ca_topic_score_codex":0.01723919,"about_ca_topic_score_gemma":0.03516333,"teacher_disagreement_score":0.01970218,"about_ca_system_score_codex":0.0067303493,"about_ca_system_score_gemma":0.0052919034,"threshold_uncertainty_score":0.06591034},"labels":[],"label_agreement":null},{"id":"W3144195908","doi":"10.1007/978-3-030-65439-9_8","title":"IOs’ Role in Global Social Governance: Family Policy","year":2021,"lang":"en","type":"book-chapter","venue":"Global dynamics of social policy","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"United Nations Population Fund; UNICEF; World Bank Group","keywords":"Corporate governance; Political science; Field (mathematics); Social policy; Work (physics); Gender studies; Political economy; Sociology; Economics; Management","score_opus":0.014060519263876218,"score_gpt":0.3223314403631684,"score_spread":0.3082709210992922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144195908","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":[0.004427261,0.017006455,0.0016526057,0.02700415,0.00071435474,0.000016632035,0.000023765358,0.000041157113,0.9491136],"genre_scores_gemma":[0.53839254,0.030835617,0.0022250775,0.0116716195,0.0012483611,0.0001416819,0.000110535024,0.00012526836,0.41524917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913174,0.00047081517,0.00002086053,0.00007846432,0.00014394369,0.00015411436],"domain_scores_gemma":[0.999589,0.00020706214,0.00003271918,0.00003856464,0.00006986552,0.00006274636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017046202,0.0003423318,0.00022854023,0.001048723,0.0021883305,0.006334541,0.00043749282,0.0016205698,0.009788843],"category_scores_gemma":[0.0010734152,0.00013827109,0.00019851327,0.0016828529,0.009582085,0.0037766816,0.0022716313,0.0030693277,0.00094181433],"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":[0.0000016817751,0.000004734104,0.00004771869,0.000022157396,5.683886e-7,0.000016762424,0.002886077,0.000096965865,0.000029388091,0.9789645,0.009554972,0.008374284],"study_design_scores_gemma":[0.0000025289273,0.000006616908,0.0002807944,0.00032989113,0.0000020400132,0.000039823633,0.0032514622,0.00017161835,0.00008988433,0.14291795,0.8529034,0.0000039940455],"about_ca_topic_score_codex":0.0072569116,"about_ca_topic_score_gemma":0.007421748,"teacher_disagreement_score":0.009788843,"about_ca_system_score_codex":0.007895891,"about_ca_system_score_gemma":0.004548512,"threshold_uncertainty_score":0.057288945},"labels":[],"label_agreement":null},{"id":"W4412154862","doi":"10.1007/978-3-031-82411-1_11","title":"Reflections on the Future of Legal Segmentation: Three Frontiers of Investigation","year":2025,"lang":"en","type":"book-chapter","venue":"Global dynamics of social policy","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":0,"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 Toronto","funders":"","keywords":"Segmentation; Political science; Cartography; Computer science; Geography; Artificial intelligence","score_opus":0.02158115838513291,"score_gpt":0.34491192270554116,"score_spread":0.32333076432040825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412154862","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030390264,0.037010007,0.017525226,0.39971516,0.001527534,0.00010896375,0.000086417436,0.000054257598,0.51358217],"genre_scores_gemma":[0.89951134,0.019907326,0.008350687,0.026613096,0.0017659684,0.00037640176,0.0000844886,0.00007719872,0.04331353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9919337,0.0051513277,0.00017925249,0.0004397338,0.0013775986,0.0009184027],"domain_scores_gemma":[0.9794805,0.017463824,0.00050915545,0.00071985595,0.0011801122,0.0006464863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018067349,0.00043414647,0.000779463,0.0031757953,0.0076543847,0.018472053,0.0022418352,0.00867709,0.0079485],"category_scores_gemma":[0.01303847,0.00035883562,0.0006567019,0.0038251905,0.090945624,0.022528892,0.009957771,0.009937685,0.0005954601],"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":[0.0000013088419,0.000004056198,0.000020863466,0.000013819993,2.0020582e-7,0.000023696324,0.0029804136,0.0000510226,0.00001332133,0.9945862,0.00096026284,0.0013447582],"study_design_scores_gemma":[0.0000039208194,0.00000673201,0.00016503733,0.00037190923,0.0000010791986,0.000042995693,0.02012102,0.00040960804,0.00008921081,0.8950705,0.08370752,0.0000104368],"about_ca_topic_score_codex":0.009363225,"about_ca_topic_score_gemma":0.009137554,"teacher_disagreement_score":0.018472053,"about_ca_system_score_codex":0.017230887,"about_ca_system_score_gemma":0.014681026,"threshold_uncertainty_score":0.12501937},"labels":[],"label_agreement":null},{"id":"W7105796875","doi":"10.1007/978-3-032-02432-9_10","title":"The Politics of Socio-Economic Rights and Constitutionalism","year":2025,"lang":"en","type":"book-chapter","venue":"Global dynamics of social policy","topic":"Human Rights and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada; Canadian Institutes of Health Research","funders":"","keywords":"Human rights; Politics; Social rights; Pandemic; Constitutionalism; Order (exchange); Corporate governance; Social protection","score_opus":0.011053179947942676,"score_gpt":0.29590136025034525,"score_spread":0.28484818030240255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105796875","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005308594,0.013533552,0.003119503,0.029065708,0.0005351488,0.000018633227,0.00003271431,0.000017472526,0.94836867],"genre_scores_gemma":[0.726153,0.016718062,0.0021882046,0.008122605,0.0013001461,0.00013242582,0.00007111387,0.00007011906,0.24524437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99836713,0.0010078534,0.000023600489,0.00012774361,0.0002699228,0.00020384774],"domain_scores_gemma":[0.9984438,0.0011415178,0.00007519037,0.00013318694,0.00012378013,0.000082496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002319208,0.00032830905,0.00024159325,0.00078425516,0.004319634,0.006681126,0.00053869264,0.0020187746,0.009028612],"category_scores_gemma":[0.002529561,0.00016350899,0.00018627087,0.0009368775,0.026838465,0.0052276338,0.00258175,0.00386825,0.0009177235],"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":[5.5395554e-7,0.0000013187754,0.000008509374,0.0000054413367,2.3945213e-7,0.000006479544,0.0005132944,0.000040087998,0.000010781566,0.9961964,0.0020993394,0.0011175387],"study_design_scores_gemma":[0.000003331037,0.000004919706,0.00012558952,0.00015180456,0.0000012372097,0.000022726199,0.0013030306,0.0001963085,0.00007676613,0.6981989,0.29991135,0.000004033259],"about_ca_topic_score_codex":0.0048875455,"about_ca_topic_score_gemma":0.005149835,"teacher_disagreement_score":0.009028612,"about_ca_system_score_codex":0.0064730346,"about_ca_system_score_gemma":0.003364361,"threshold_uncertainty_score":0.04696536},"labels":[],"label_agreement":null},{"id":"W7105797802","doi":"10.1007/978-3-032-02432-9_1","title":"Introduction: Reconsidering Social Policy Reform in Africa","year":2025,"lang":"en","type":"book-chapter","venue":"Global dynamics of social policy","topic":"Human Rights and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada; Canadian Institutes of Health Research","funders":"","keywords":"Independence (probability theory); Social policy; State (computer science); Decolonization; Social change; Colonialism; Pandemic; Public policy","score_opus":0.026633387921135912,"score_gpt":0.30288983659028906,"score_spread":0.27625644866915317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105797802","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027721878,0.091724716,0.0029475696,0.13617449,0.009076894,0.00006102394,0.00007853442,0.000046515328,0.7571181],"genre_scores_gemma":[0.10785391,0.14678058,0.0046911384,0.044122808,0.010013283,0.00020361698,0.00016239272,0.00013339729,0.6860389],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960417,0.00021269132,0.000010005782,0.000034401324,0.00008118109,0.00005759061],"domain_scores_gemma":[0.99953485,0.00033871658,0.000017695813,0.000014706864,0.000059510672,0.000034560162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078875315,0.000490078,0.00023927906,0.00092453527,0.002556913,0.0034104022,0.00043283877,0.0017752919,0.009436236],"category_scores_gemma":[0.0013304487,0.00013225166,0.0002573387,0.0011185532,0.0035424498,0.0041374993,0.0016281753,0.003988522,0.0013433882],"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":[0.0000052534715,0.000013401987,0.000053404045,0.0001422041,0.0000013852906,0.00007962842,0.0033671686,0.00033996414,0.000103523686,0.8201482,0.15073681,0.025009092],"study_design_scores_gemma":[0.0000015872298,0.000006136547,0.00008957763,0.0004285958,9.541119e-7,0.000042841457,0.0013439395,0.00010921072,0.0000700512,0.05085663,0.94704753,0.000003001598],"about_ca_topic_score_codex":0.004479836,"about_ca_topic_score_gemma":0.00737157,"teacher_disagreement_score":0.009436236,"about_ca_system_score_codex":0.0043540685,"about_ca_system_score_gemma":0.0028400645,"threshold_uncertainty_score":0.031591177},"labels":[],"label_agreement":null},{"id":"W7105801015","doi":"10.1007/978-3-032-02432-9","title":"The State and the Imperative for Social Policy Reform in Africa","year":2025,"lang":"en","type":"book","venue":"Global dynamics of social policy","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Toronto; Government of Canada; University of Saskatchewan","keywords":"State (computer science); Social policy; Public policy; Government (linguistics); Welfare state","score_opus":0.008869328716981562,"score_gpt":0.3117189291072956,"score_spread":0.30284960039031406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105801015","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":[0.018712955,0.057502035,0.0036084321,0.26963127,0.0018251823,0.00006169403,0.000041698473,0.00004059494,0.6485761],"genre_scores_gemma":[0.7276539,0.05951553,0.0029375027,0.016816225,0.0017874558,0.0001958212,0.000032195472,0.000068455905,0.19099295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99825436,0.0010486306,0.00003738872,0.000074033764,0.00021890926,0.00036668722],"domain_scores_gemma":[0.9989791,0.00069753267,0.000082122366,0.000050268234,0.0000900499,0.00010098758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030777752,0.00035136676,0.0002451249,0.00084149657,0.0039485525,0.006143266,0.00031549524,0.0019397951,0.005070796],"category_scores_gemma":[0.0049123606,0.0001689576,0.00022278714,0.0013814891,0.011817524,0.0065423204,0.003681717,0.0034565805,0.00049006543],"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":[0.000005154932,0.0000050649646,0.00008252282,0.00007939034,0.0000017677393,0.00006704203,0.0032432103,0.0002870463,0.0000752603,0.9757007,0.008223031,0.012229848],"study_design_scores_gemma":[0.000011133953,0.000015467032,0.00050795736,0.00088925427,0.0000051663947,0.000066352346,0.0081954915,0.00040239646,0.00020828635,0.42740175,0.5622885,0.000008181275],"about_ca_topic_score_codex":0.0057723215,"about_ca_topic_score_gemma":0.009562754,"teacher_disagreement_score":0.0068103503,"about_ca_system_score_codex":0.0068103503,"about_ca_system_score_gemma":0.010555747,"threshold_uncertainty_score":0.049412787},"labels":[],"label_agreement":null},{"id":"W7105803445","doi":"10.1007/978-3-032-02432-9_7","title":"The Role of Transnational Actors in African Social Policy","year":2025,"lang":"en","type":"book-chapter","venue":"Global dynamics of social policy","topic":"Human Rights and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Multinational corporation; Perspective (graphical); Pandemic; Social policy; Public policy; Foreign policy","score_opus":0.010046195936607254,"score_gpt":0.29656722598922247,"score_spread":0.2865210300526152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105803445","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":[0.016030116,0.023914848,0.0074883346,0.043316174,0.00058869587,0.000053686603,0.000028934557,0.000026711492,0.9085526],"genre_scores_gemma":[0.8005442,0.03371592,0.0043577515,0.0043928027,0.0005537375,0.00022014152,0.00004950245,0.000074894386,0.15609106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9963856,0.0026745172,0.000053218344,0.00016334883,0.00033133503,0.00039198354],"domain_scores_gemma":[0.9986418,0.00095359643,0.00008872992,0.00007432983,0.00011817908,0.0001234206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038583335,0.00048068952,0.0002903601,0.0016821682,0.004990396,0.009848661,0.00065483956,0.0017995995,0.007252172],"category_scores_gemma":[0.0025602449,0.00022668127,0.0002731872,0.0028350696,0.014791417,0.0077660386,0.0053004343,0.0040454674,0.00056531746],"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":[0.0000011491165,0.0000027542198,0.000028852708,0.00001663196,5.834981e-7,0.00001825041,0.002329004,0.00012634318,0.0000237187,0.9943356,0.00092558196,0.0021915974],"study_design_scores_gemma":[0.0000041251756,0.0000104493165,0.00032377543,0.00057563017,0.0000044172166,0.000051489777,0.01215484,0.0008295222,0.00018971565,0.518962,0.46688545,0.000008587582],"about_ca_topic_score_codex":0.0042572985,"about_ca_topic_score_gemma":0.0046811583,"teacher_disagreement_score":0.009848661,"about_ca_system_score_codex":0.009388948,"about_ca_system_score_gemma":0.0065374714,"threshold_uncertainty_score":0.06812197},"labels":[],"label_agreement":null},{"id":"W7105808199","doi":"10.1007/978-3-032-02432-9_5","title":"Persons with Disabilities and Social Policy","year":2025,"lang":"en","type":"book-chapter","venue":"Global dynamics of social policy","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada; Canadian Institutes of Health Research","funders":"","keywords":"Stigma (botany); Pandemic; Prejudice (legal term); Convention on the Rights of Persons with Disabilities; Social policy; Human rights; Declaration; Inequality; Public policy; Social model of disability","score_opus":0.016662119877613162,"score_gpt":0.3284157399061298,"score_spread":0.31175362002851664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105808199","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019270668,0.025770431,0.00027915367,0.05982265,0.0016064382,0.000031585663,0.000049187205,0.00001783872,0.9104957],"genre_scores_gemma":[0.1282085,0.060145706,0.00062332785,0.025605481,0.0024257128,0.00016325552,0.00012970984,0.00004003321,0.78265834],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992712,0.0002954737,0.000015176842,0.00006398775,0.0001605196,0.00019363081],"domain_scores_gemma":[0.9996865,0.0001466526,0.000019411247,0.000015151441,0.000049846243,0.00008249123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074908475,0.00052626384,0.00024681483,0.0009679054,0.004613722,0.00620629,0.0005708247,0.0028119027,0.01992011],"category_scores_gemma":[0.00093619496,0.00013025134,0.00022812813,0.0010982178,0.0067649367,0.0034545527,0.0032646523,0.0036049027,0.0028850494],"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":[0.0000023200507,0.000020501584,0.00007468962,0.00005426318,0.0000010677613,0.000041298856,0.0022821026,0.00014667067,0.0000331309,0.88650477,0.095073566,0.01576572],"study_design_scores_gemma":[0.0000025405366,0.000007371211,0.0003126446,0.0004553705,0.0000013756315,0.000039898237,0.0029669455,0.000089443485,0.000038293474,0.09121861,0.90486276,0.0000048495526],"about_ca_topic_score_codex":0.019230476,"about_ca_topic_score_gemma":0.020502474,"teacher_disagreement_score":0.01992011,"about_ca_system_score_codex":0.008364625,"about_ca_system_score_gemma":0.00766878,"threshold_uncertainty_score":0.06663942},"labels":[],"label_agreement":null},{"id":"W7105808634","doi":"10.1007/978-3-032-02432-9_12","title":"Conclusion: The Future of Social Policy Reform in Africa","year":2025,"lang":"en","type":"book-chapter","venue":"Global dynamics of social policy","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada; Canadian Institutes of Health Research","funders":"","keywords":"Context (archaeology); Scholarship; Social policy; Politics; Social reform","score_opus":0.008261054300914958,"score_gpt":0.2924920727277211,"score_spread":0.28423101842680615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105808634","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005365747,0.07981549,0.003418477,0.663898,0.0035054374,0.00004099341,0.00005011928,0.000035835168,0.24386986],"genre_scores_gemma":[0.6875293,0.104367785,0.0057217437,0.08044411,0.005938774,0.00034514262,0.00008762532,0.0000721194,0.11549332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963714,0.002525969,0.000054645185,0.00014030866,0.00035044414,0.00055730855],"domain_scores_gemma":[0.99769753,0.0016280431,0.00011403235,0.00009177974,0.00027617064,0.00019238493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055670417,0.00051589916,0.00042183278,0.0012799255,0.003896673,0.007191776,0.0006645518,0.0036971276,0.010729492],"category_scores_gemma":[0.007364466,0.00013873306,0.00032832153,0.0014429457,0.010482437,0.00950055,0.002887918,0.005112723,0.00089719484],"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":[0.000009725614,0.000009537795,0.00006580451,0.00013975432,0.000002501282,0.00005059602,0.0017919109,0.00042133348,0.000042648197,0.96465135,0.020095196,0.012719621],"study_design_scores_gemma":[0.000011279984,0.000014829608,0.00021119509,0.0013126087,0.0000046701625,0.000035453162,0.0055591995,0.00038126687,0.00014870657,0.47767344,0.5146392,0.00000809219],"about_ca_topic_score_codex":0.004490241,"about_ca_topic_score_gemma":0.0039175972,"teacher_disagreement_score":0.010729492,"about_ca_system_score_codex":0.0076039652,"about_ca_system_score_gemma":0.012149612,"threshold_uncertainty_score":0.055170834},"labels":[],"label_agreement":null},{"id":"W7105814510","doi":"10.1007/978-3-032-02432-9_9","title":"The Fate of Sub-Saharan Migrants and Refugees","year":2025,"lang":"en","type":"book-chapter","venue":"Global dynamics of social policy","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"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 Calgary","funders":"","keywords":"Refugee; Social distance; Social isolation; Pandemic; Social exclusion; Socioeconomic status; Welfare; Qualitative research; Social Welfare","score_opus":0.010983796778528357,"score_gpt":0.32965302236432714,"score_spread":0.3186692255857988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105814510","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":[0.16342235,0.1919728,0.0005454576,0.12934755,0.0074227382,0.00007257256,0.00014966792,0.000049783528,0.50701714],"genre_scores_gemma":[0.5891632,0.111731365,0.0005765542,0.016716072,0.0019537008,0.00013110967,0.000096762116,0.00006257365,0.27956864],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963343,0.00022781345,0.000006336044,0.000018524328,0.000035811336,0.00007801524],"domain_scores_gemma":[0.9996768,0.00015000741,0.000040448947,0.0000086915015,0.000024923082,0.00009922187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077960565,0.00042340677,0.00025536335,0.0007416101,0.00523002,0.0043052216,0.00071874587,0.0015681955,0.009116018],"category_scores_gemma":[0.00091441063,0.00013964727,0.00013208455,0.00096676714,0.005730195,0.0030138672,0.0032378787,0.0019161836,0.0014312869],"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":[0.000058625406,0.0000915664,0.0033558214,0.00072248187,0.000009640788,0.0039830604,0.45153967,0.00015274601,0.0004475826,0.2321707,0.18132669,0.12614147],"study_design_scores_gemma":[0.000005160902,0.000046239995,0.0027626308,0.0009309876,0.0000031411541,0.0010785689,0.32534927,0.000030719046,0.00012805927,0.012532994,0.6571215,0.000010717354],"about_ca_topic_score_codex":0.003907087,"about_ca_topic_score_gemma":0.009394515,"teacher_disagreement_score":0.009116018,"about_ca_system_score_codex":0.0021888982,"about_ca_system_score_gemma":0.0021369043,"threshold_uncertainty_score":0.03049612},"labels":[],"label_agreement":null}]}