{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"dde294fe8cad","filters":{"venue":"Autrement eBooks"}},"results":[{"id":"W1550328698","doi":"10.3917/autre.brode.2005.01.0195","title":"Conclusion : le pouvoir obscur de la délation","year":2005,"lang":"fr","type":"book-chapter","venue":"Autrement eBooks","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"International Centre for Comparative Criminology","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Fabien Jobard","is_ca":false},{"name":"Jean‐Paul Brodeur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1417498701916998,"gpt":0.3866794077772613,"spread":0.2449295375855616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001854675,0.0006559126,0.0004659251,0.001443976,0.004001462,0.008405745,0.001267526,0.003501793,0.03157169],"category_scores_gemma":[0.008242079,0.0001867858,0.0006921613,0.001047707,0.003502959,0.004783589,0.003583766,0.005308047,0.01048604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003692416,"about_ca_system_score_gemma":0.002694606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178114,"about_ca_topic_score_gemma":0.01464807,"domain_scores_codex":[0.9977369,0.0007334121,0.00008003168,0.0003323865,0.0008712151,0.0002459523],"domain_scores_gemma":[0.9967155,0.001239546,0.0001393618,0.0001661031,0.001488183,0.000251306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004281639,0.00002036531,0.0002089065,0.0001785027,0.00001119553,0.000120367,0.00284761,0.0001014669,0.0002989526,0.148651,0.8272493,0.02026948],"study_design_scores_gemma":[0.000003555749,0.000006396338,0.0002384998,0.0001564296,0.000005559652,0.00006707421,0.001611109,0.00004370541,0.0001701418,0.01269966,0.9849911,0.000006701848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004572496,0.02200403,0.005406067,0.4491659,0.1381668,0.00007314204,0.0004275916,0.0002863725,0.3798977],"genre_scores_gemma":[0.0552306,0.009411375,0.001930308,0.1448297,0.03960913,0.0001400748,0.0003568176,0.0006894665,0.7478026],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03157169,"threshold_uncertainty_score":0.1056178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1662867381","doi":"10.3917/autre.desco.2008.01.0139","title":"L'homosexualité au bureau. A l'heure des transformations du droit conjugal et familial canadien","year":2008,"lang":"fr","type":"book-chapter","venue":"Autrement eBooks","topic":"Canadian Identity and History","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":"Political science; Art; Philosophy","authors":[{"name":"Line Chamberland","is_ca":false},{"name":"Christelle Lebreton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03880039863774581,"gpt":0.2432268466985984,"spread":0.2044264480608526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008419264,0.0004675256,0.0003892135,0.001307183,0.01196788,0.006469639,0.0007367339,0.001996854,0.0173087],"category_scores_gemma":[0.001783771,0.0004260263,0.0001738628,0.00271188,0.01663374,0.002017855,0.002021404,0.005035726,0.001507085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02465522,"about_ca_system_score_gemma":0.0324178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7935067,"about_ca_topic_score_gemma":0.8674048,"domain_scores_codex":[0.9989395,0.0002432967,0.00001624093,0.000088056,0.0003606607,0.0003523275],"domain_scores_gemma":[0.9996532,0.00009460392,0.00002905574,0.00002576116,0.00007146243,0.0001257798],"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":[0.00001153877,0.00002093777,0.0005055648,0.00004540972,0.000001758031,0.0001138883,0.04247159,0.00004670076,0.00007186888,0.8534446,0.06611048,0.03715574],"study_design_scores_gemma":[0.00000553525,0.000007633977,0.002095712,0.0001674024,0.000002777754,0.0001187968,0.01169763,0.00002636955,0.00005851396,0.02018519,0.9656261,0.000008291742],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01291782,0.0894836,0.0004280178,0.04164539,0.002429189,0.00002435069,0.000118412,0.00002924411,0.852924],"genre_scores_gemma":[0.2081178,0.03646668,0.0004344386,0.00405934,0.0004773263,0.00002766643,0.00004799882,0.00005058646,0.7503181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2064933,"threshold_uncertainty_score":0.4154186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005437292","doi":"","title":"Tous tes enfants dispersés","year":2019,"lang":"fr","type":"book","venue":"Autrement eBooks","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Cartography; Geography","authors":[{"name":"Beata Umubyeyi Mairesse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04145116124840992,"gpt":0.2833861075903565,"spread":0.2419349463419466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007212558,0.0004059353,0.0002135417,0.0005792795,0.004121685,0.002105177,0.0003016502,0.001236233,0.01753195],"category_scores_gemma":[0.001688908,0.0001366083,0.0001312951,0.0004019768,0.002757387,0.00218207,0.002010491,0.001087684,0.002936053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686138,"about_ca_system_score_gemma":0.001365542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0210829,"about_ca_topic_score_gemma":0.03936494,"domain_scores_codex":[0.9994202,0.0002825842,0.00001547633,0.00006555969,0.00005191563,0.0001642697],"domain_scores_gemma":[0.9995365,0.0000829312,0.0001366297,0.0000251353,0.0001023845,0.0001164761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002376286,0.0001501499,0.04578044,0.0004750268,0.0000561919,0.005285342,0.3953361,0.0001226453,0.005749029,0.2723106,0.0943208,0.1801761],"study_design_scores_gemma":[0.00001464126,0.0002055252,0.02349508,0.0005216186,0.0000286434,0.00251239,0.1797152,0.0000490813,0.0009179302,0.009161841,0.7833483,0.00002976982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4417503,0.01809543,0.002049898,0.1233505,0.002080265,0.00009436379,0.0003451607,0.00008798063,0.4121461],"genre_scores_gemma":[0.7050951,0.01256186,0.0007299181,0.008817572,0.0004877624,0.0000855071,0.0001062663,0.00002876036,0.2720873],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0210829,"threshold_uncertainty_score":0.05865026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4290078939","doi":"10.3917/autre.depov.2021.01.0007","title":"Perspectives pour la formation des maîtres en Francophonie","year":2021,"lang":"fr","type":"book-chapter","venue":"Autrement eBooks","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Political science","authors":[{"name":"Slim Khalbous","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03207622178779902,"gpt":0.2363852837079267,"spread":0.2043090619201277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002417141,0.0006843905,0.0003347844,0.001079281,0.0141705,0.008153456,0.0007283617,0.002916619,0.01645057],"category_scores_gemma":[0.002340587,0.0003316667,0.0002996729,0.001488891,0.007859179,0.003677036,0.003431286,0.004173713,0.001318164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02115585,"about_ca_system_score_gemma":0.01420618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2933326,"about_ca_topic_score_gemma":0.407205,"domain_scores_codex":[0.9977027,0.0007379025,0.00004921729,0.0001931514,0.0002428539,0.0010742],"domain_scores_gemma":[0.9984701,0.0005073101,0.0001449159,0.00004953251,0.0002524735,0.0005755823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001579094,0.00007079921,0.003390021,0.0001221366,0.00001176676,0.001453841,0.1403067,0.0001856664,0.0009717371,0.7506168,0.05776516,0.04494754],"study_design_scores_gemma":[0.00001734221,0.00005276544,0.01083302,0.0003025088,0.000006607279,0.0002994981,0.05848994,0.0001399083,0.0003242817,0.0127102,0.9167936,0.00003026327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2711893,0.03644462,0.001751878,0.1134207,0.002784871,0.00004800156,0.0002628191,0.00008603683,0.5740118],"genre_scores_gemma":[0.7768911,0.00471183,0.0006348038,0.003507273,0.0005427971,0.00003634671,0.00006804462,0.00005620734,0.2135517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2933326,"threshold_uncertainty_score":0.5832505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289275688","doi":"10.3917/autre.depov.2021.01.0225","title":"Perspectives pour la formation des maîtres en Francophonie","year":2021,"lang":"fr","type":"book-chapter","venue":"Autrement eBooks","topic":"Education, sociology, and vocational training","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":"Humanities; Political science; Art","authors":[{"name":"Fasal Kanouté","is_ca":true},{"name":"Julia Ndibnu-Messina Éthé","is_ca":false},{"name":"Rajae Guennouni Hassani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.197123754036518,"gpt":0.4018937193476335,"spread":0.2047699653111155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004361645,0.0004517931,0.0002889209,0.001914423,0.01085137,0.005176372,0.0007755111,0.001247831,0.01403845],"category_scores_gemma":[0.004183233,0.0002162412,0.0002097918,0.002428334,0.00906204,0.004497914,0.004156966,0.001946421,0.0007808201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01613119,"about_ca_system_score_gemma":0.01129564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2066556,"about_ca_topic_score_gemma":0.3400496,"domain_scores_codex":[0.9960635,0.001682117,0.0001084683,0.0003201871,0.0004168123,0.001408958],"domain_scores_gemma":[0.9946564,0.001609491,0.000885435,0.0001690878,0.0009196295,0.001759958],"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":[0.00009724459,0.00003431781,0.02630101,0.0002369521,0.00001311114,0.001009896,0.86669,0.0000958891,0.0008661309,0.05789204,0.00914906,0.03761431],"study_design_scores_gemma":[0.000004322405,0.00004368502,0.0395675,0.0004518758,0.000007124838,0.000212934,0.7562227,0.00005197892,0.0002200854,0.002208294,0.200981,0.00002858223],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8479266,0.01051122,0.0008320059,0.04025826,0.0003786948,0.00003673022,0.0002736709,0.00002726317,0.09975553],"genre_scores_gemma":[0.9822291,0.002285163,0.0002027517,0.001135502,0.00004630182,0.00001971778,0.00005297328,0.00001270318,0.01401574],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2066556,"threshold_uncertainty_score":0.4109055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4290079678","doi":"10.3917/autre.depov.2021.01.0364","title":"Perspectives pour la formation des maîtres en Francophonie","year":2021,"lang":"fr","type":"book-chapter","venue":"Autrement eBooks","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","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; Université TÉLUQ","funders":"","keywords":"Political science","authors":[{"name":"Geneviève Sirois","is_ca":true},{"name":"Martial Dembélé","is_ca":true},{"name":"Mathias Kyélem","is_ca":false},{"name":"Adriana Morales-Perlaza","is_ca":true},{"name":"Johnson Comlavi Maoudi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03207622178779902,"gpt":0.2363852837079267,"spread":0.2043090619201277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00637149,0.0007270537,0.0004063813,0.001522682,0.01521078,0.01027321,0.001018838,0.004555342,0.02493097],"category_scores_gemma":[0.00460082,0.0002868278,0.0004376666,0.001557777,0.01098753,0.007613082,0.005069206,0.005444432,0.001592049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0346228,"about_ca_system_score_gemma":0.02011055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2319353,"about_ca_topic_score_gemma":0.285976,"domain_scores_codex":[0.9948823,0.0016863,0.0001278392,0.0004539856,0.0005007383,0.002348856],"domain_scores_gemma":[0.9939553,0.001477363,0.000613016,0.0002230661,0.00124781,0.00248335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001571272,0.0001005487,0.005475062,0.0002045724,0.00001506386,0.001543013,0.1669268,0.0001687274,0.0007921438,0.7081037,0.07104564,0.04546767],"study_design_scores_gemma":[0.00001302167,0.00005194982,0.006020952,0.0003144785,0.000005785887,0.0002429283,0.07401439,0.0001434371,0.0002424016,0.01718481,0.9017242,0.00004173211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2373512,0.02688235,0.001615503,0.3750715,0.004223997,0.00007300403,0.0003322599,0.00006814192,0.3543819],"genre_scores_gemma":[0.8010302,0.005334647,0.0006217767,0.0190003,0.0006245628,0.00004270819,0.0001055422,0.00004773453,0.1731925],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2319353,"threshold_uncertainty_score":0.4611706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}