{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":30,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":30,"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":"5e350eab856a","filters":{"venue":"La Découverte eBooks"}},"results":[{"id":"W2343621436","doi":"10.3917/dec.dardo.2015.01","title":"Commun","year":2015,"lang":"en","type":"book","venue":"La Découverte eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":501,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Pierre Dardot","is_ca":false},{"name":"Christian Laval","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04997309358563042,"gpt":0.2717348581172634,"spread":0.221761764531633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000737347,0.0002735409,0.0004816676,0.00006431292,0.0007883867,0.000117651,0.0005950526,0.0006392276,0.000208596],"category_scores_gemma":[0.0001308308,0.0002726119,0.0002008223,0.00002996606,0.001188006,0.00003997991,0.0001783928,0.0005728636,0.0003421443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034109,"about_ca_system_score_gemma":0.001944491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003674758,"about_ca_topic_score_gemma":0.02485909,"domain_scores_codex":[0.9981248,0.000203457,0.0002357574,0.0002553388,0.0007584124,0.0004221916],"domain_scores_gemma":[0.9988467,0.0002594191,0.0001522463,0.0003094494,0.0002094929,0.0002226748],"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":[0.00000218649,0.000006098446,0.000001711478,0.00000782914,0.00004895466,0.000009438221,0.01440054,3.163998e-8,1.252579e-7,0.3346935,0.6429396,0.007889952],"study_design_scores_gemma":[0.0001488591,0.00001735331,0.000004535721,0.00005935636,0.00004318728,2.827489e-7,0.0007131071,5.881692e-7,2.792962e-7,0.198829,0.7999218,0.0002616835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002700151,0.002949556,0.00001298051,0.0001282739,0.001644069,0.0002818193,0.00002835555,0.0002416178,0.9947106],"genre_scores_gemma":[0.0004318358,0.000255518,0.00006958997,0.0003449847,0.001602098,0.00002377703,0.0000156007,0.00004643996,0.9972101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1569821,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1875342619","doi":"10.3917/dec.bouff.2001.01.0249","title":"Cadres&amp;nbsp: la grande rupture","year":2001,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Art","authors":[{"name":"Jacqueline Laufer","is_ca":false},{"name":"Annie Fouquet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.097730923592656,"gpt":0.2809455930117344,"spread":0.1832146694190784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001364636,0.0007674091,0.0008418614,0.0001516225,0.001336906,0.0002270946,0.001038434,0.002056699,0.005091844],"category_scores_gemma":[0.00007367558,0.0007958141,0.0007194006,0.00007190939,0.002392448,0.0001873614,0.0003419553,0.001540086,0.001643395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002808639,"about_ca_system_score_gemma":0.0004369451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008042059,"about_ca_topic_score_gemma":0.01842178,"domain_scores_codex":[0.9958143,0.00063466,0.0005718499,0.0009157847,0.001146042,0.0009173252],"domain_scores_gemma":[0.9975964,0.0005403786,0.0003955033,0.0007170832,0.0002163381,0.0005342623],"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":[0.00005547968,0.0000635174,0.000473991,0.00009823427,0.0002671627,0.0001686778,0.01597001,0.000004570396,0.00001922679,0.940163,0.01408084,0.02863531],"study_design_scores_gemma":[0.0006415381,0.00004858179,0.0004878007,0.0001968899,0.000304139,0.00002730182,0.00121257,0.000005072495,0.00000732221,0.08832417,0.9079043,0.0008403374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002387995,0.0004018344,0.0005846362,0.0008064684,0.002054502,0.0004638661,0.0002218863,0.0001972036,0.9928816],"genre_scores_gemma":[0.1840804,0.0008232789,0.0002510904,0.001229308,0.00103028,0.000007690464,0.00005047362,0.00007142661,0.8124561],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8938234,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1510054367","doi":"10.3917/dec.marua.2013.01.0044","title":"Travail et genre dans le monde","year":2013,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science","authors":[{"name":"Elsa Galerand","is_ca":true},{"name":"Danièle Kergoat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04168662382821529,"gpt":0.3153086944486757,"spread":0.2736220706204603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0008382264,0.001149171,0.001294798,0.0001937024,0.001872791,0.0000616559,0.0006335109,0.001904111,0.004275791],"category_scores_gemma":[0.00005728083,0.001061896,0.0005452434,0.00002606989,0.001026101,0.0001502848,0.0006619277,0.002784203,0.005428097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002822597,"about_ca_system_score_gemma":0.0006556563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005234934,"about_ca_topic_score_gemma":0.007398107,"domain_scores_codex":[0.9951746,0.0007257239,0.001255458,0.0009890131,0.0006168261,0.001238309],"domain_scores_gemma":[0.9967174,0.0009105916,0.000627585,0.001010418,0.0002929322,0.0004410711],"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":[0.00004148116,0.00006449377,0.0008259509,0.000551755,0.0006006571,0.00007284578,0.0161146,0.000001180019,0.0002250217,0.8099517,0.1288035,0.04274682],"study_design_scores_gemma":[0.001472985,0.0001897262,0.00818288,0.001562296,0.0003610924,0.00001536341,0.003891733,0.00003429364,0.00003612562,0.03530017,0.9477519,0.0012014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00332684,0.001641452,0.0006050013,0.003840506,0.002721893,0.001938332,0.0002629725,0.0003404486,0.9853225],"genre_scores_gemma":[0.03217959,0.001049262,0.0003976272,0.003290266,0.0008779991,0.0002949626,0.00008436742,0.000341699,0.9614843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8189484,"threshold_uncertainty_score":0.9995164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133935094","doi":"10.3917/dec.giani.2019.01","title":"André Gorz","year":2019,"lang":"de","type":"book","venue":"La Découverte eBooks","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"Willy Gianinazzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02366736699794129,"gpt":0.1968468501480452,"spread":0.1731794831501039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001294686,0.0008979132,0.001140252,0.00009359519,0.001062874,0.0003923152,0.000550458,0.0005161994,0.007257421],"category_scores_gemma":[0.00001971872,0.0006557147,0.0006393252,0.00001546107,0.0009619953,0.00008778804,0.0002696831,0.0009292496,0.009962519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003925877,"about_ca_system_score_gemma":0.0002337311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003057221,"about_ca_topic_score_gemma":0.0008632352,"domain_scores_codex":[0.9972185,0.00008009675,0.0006324226,0.0007847305,0.0005947803,0.0006894667],"domain_scores_gemma":[0.9984832,0.0002188502,0.0003361009,0.0005381615,0.0002288461,0.0001947827],"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":[0.00002545571,0.00004196239,0.000003557274,0.0002596278,0.0004054726,0.0000383175,0.005848025,3.805727e-7,0.000005964166,0.2942574,0.6887267,0.01038712],"study_design_scores_gemma":[0.0005758934,0.0002665014,0.00001360839,0.0004077299,0.0003813379,0.000005698094,0.0004457769,0.00001202431,0.000004910688,0.00623024,0.9906409,0.001015379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003508426,0.0217556,0.00000827141,0.000121904,0.007324405,0.0005037841,0.0002595732,0.0001741157,0.9698173],"genre_scores_gemma":[0.002951427,0.0009257797,0.00001559239,0.0006481168,0.004597944,0.00005053233,0.000123559,0.00009553989,0.9905915],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3019142,"threshold_uncertainty_score":0.9995894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1662860725","doi":"10.3917/dec.becke.2005.02.0255","title":"Histoire des gauches en France","year":2004,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Political science","authors":[{"name":"Jean-Pierre Rioux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02327224263733947,"gpt":0.1868787418381224,"spread":0.1636064992007829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00009119814,0.0008319345,0.0008212163,0.00006770565,0.002616963,0.0001538107,0.0004037066,0.0004594683,0.006221311],"category_scores_gemma":[0.00002290378,0.0006621548,0.0005385096,0.000008372226,0.004639768,0.0001131319,0.0001477904,0.0007325693,0.0008206753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008299394,"about_ca_system_score_gemma":0.00009616073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003308047,"about_ca_topic_score_gemma":0.004143107,"domain_scores_codex":[0.9978341,0.00003841799,0.0005441036,0.0006192456,0.0004096349,0.0005544451],"domain_scores_gemma":[0.9988846,0.0001633602,0.0002297717,0.0003273412,0.0002021106,0.0001928711],"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":[0.00001373898,0.00003954033,0.000007515472,0.0003130756,0.0002276036,0.00008532879,0.009911999,0.000002085144,0.00001921771,0.8854698,0.009240997,0.09466912],"study_design_scores_gemma":[0.0003534229,0.0001664129,0.0000850955,0.0008813757,0.0002168787,0.00001340481,0.0003144524,0.00000211107,0.00001638809,0.1348136,0.8623374,0.0007994571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001539847,0.05544541,0.00002403066,0.0004338518,0.002543278,0.0002538303,0.0001379927,0.000170853,0.9408368],"genre_scores_gemma":[0.0301734,0.001535604,0.0001714203,0.0003044753,0.001939916,0.00004380659,0.00001733426,0.00009309643,0.965721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8530964,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134346434","doi":"10.3917/dec.fassi.2012.03.0317","title":"Les nouvelles frontières de la société française","year":2012,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Political science","authors":[{"name":"Lilian Mathieu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01988837893457077,"gpt":0.2809223709504138,"spread":0.261033992015843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009823473,0.000660704,0.0006404576,0.0001463626,0.001231016,0.0002253165,0.0005507179,0.001769626,0.005530378],"category_scores_gemma":[0.0001189233,0.0006182135,0.0005442192,0.00003332246,0.002165506,0.0002757327,0.00008100434,0.0008853602,0.0004903479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999155,"about_ca_system_score_gemma":0.0006903523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01174614,"about_ca_topic_score_gemma":0.04404825,"domain_scores_codex":[0.9968504,0.0005501103,0.0006385006,0.0005436194,0.0007063023,0.0007110069],"domain_scores_gemma":[0.9977915,0.0008065337,0.0004398381,0.000403361,0.0002105279,0.0003482332],"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":[0.00002280847,0.00004696791,0.0003922756,0.00004741543,0.0001213912,0.000006945021,0.0381961,0.000001634706,0.0001555083,0.7548271,0.01501166,0.1911701],"study_design_scores_gemma":[0.0003424006,0.00005475329,0.0006105962,0.0002503138,0.0002583224,0.000009595591,0.002353839,0.000113978,0.0002064592,0.02765003,0.9674699,0.0006798164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007227492,0.004616832,0.002118597,0.000170145,0.00129069,0.0004577394,0.00006518662,0.0001702053,0.9838831],"genre_scores_gemma":[0.440291,0.001752716,0.0009027289,0.0002409411,0.00241174,0.00004093996,0.00003855615,0.000098358,0.554223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9524582,"threshold_uncertainty_score":0.9996269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237474115","doi":"10.3917/dec.renne.2016.01.0349","title":"Encyclopédie critique du genre","year":2016,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Education, sociology, and vocational training","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":"Université de Montréal","funders":"","keywords":"Humanities; Art","authors":[{"name":"Jean Bérard","is_ca":true},{"name":"Nicolas Sallée","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1092716385358618,"gpt":0.3824635451488552,"spread":0.2731919066129933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002189552,0.0005326911,0.0005383376,0.0001204255,0.001195501,0.000067665,0.0006315034,0.001217966,0.002161264],"category_scores_gemma":[0.0004621172,0.0005000444,0.0003803656,0.00002919123,0.004853006,0.0001516969,0.00008383665,0.0006181931,0.0007837937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00028187,"about_ca_system_score_gemma":0.0009957659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003070376,"about_ca_topic_score_gemma":0.0005865504,"domain_scores_codex":[0.9969685,0.0005851882,0.0005949493,0.0007126009,0.0004832977,0.0006554842],"domain_scores_gemma":[0.9952117,0.003319053,0.0003536212,0.0004025776,0.0004036473,0.0003094598],"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":[0.000003669891,0.00002456333,0.000338987,0.00004148092,0.0001254814,0.000009149484,0.01273399,1.403234e-7,0.00002292909,0.9435838,0.003372714,0.0397431],"study_design_scores_gemma":[0.0002242146,0.00004213594,0.0005433583,0.0003431996,0.00009273084,0.00001223394,0.004719776,0.000002486374,0.000005685663,0.2192202,0.7742618,0.0005322403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007225533,0.0004932981,0.0007384281,0.008207466,0.00687179,0.0003786023,0.00009102556,0.0001422423,0.9823546],"genre_scores_gemma":[0.1515715,0.002654326,0.00121444,0.001889016,0.01264776,0.00008815681,0.00002898073,0.000108776,0.8297971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.770889,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1575253629","doi":"10.3917/dec.becke.2005.02.0135","title":"Histoire des gauches en France","year":2004,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Anarchism and Radical Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Art","authors":[{"name":"Gaetano Manfredonia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.019682518096009,"gpt":0.2505956152150936,"spread":0.2309130971190846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0003718656,0.0006021269,0.0006648315,0.0001011142,0.001637079,0.00006345534,0.0007736369,0.001134278,0.00143662],"category_scores_gemma":[0.0001104458,0.0005847639,0.0004624586,0.00003324667,0.0170658,0.0001043533,0.0001456446,0.0009952562,0.0006851676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008101728,"about_ca_system_score_gemma":0.0008971454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006045477,"about_ca_topic_score_gemma":0.001967892,"domain_scores_codex":[0.997048,0.0001678277,0.0005251493,0.0006202109,0.0007301267,0.0009087215],"domain_scores_gemma":[0.9980427,0.0006134766,0.0002246472,0.0004343373,0.00009247055,0.000592387],"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":[0.000006605433,0.00002847909,0.00004918568,0.0001293141,0.00007333189,0.0001180101,0.006610952,0.000004229979,0.00001007381,0.8895047,0.0008496074,0.1026155],"study_design_scores_gemma":[0.0001792892,0.00005410967,0.0002080399,0.0005982149,0.00009990635,0.00000855494,0.0002046555,0.0000101807,0.000009096093,0.4240098,0.5741599,0.0004583335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005795619,0.003051204,0.0006867604,0.001037648,0.001662961,0.0002830875,0.00009031149,0.0001503871,0.9924581],"genre_scores_gemma":[0.2114092,0.0007210266,0.001136287,0.0009241791,0.001458096,0.00001052606,0.000007061275,0.00009673966,0.7842368],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5733103,"threshold_uncertainty_score":0.9996626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252818312","doi":"10.3917/dec.pigen.2014.01.0324","title":"Histoire des mouvements sociaux en France","year":2014,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Art","authors":[{"name":"Yolande Cohen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1307111463237988,"gpt":0.3764861585497482,"spread":0.2457750122259494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002769999,0.0005196643,0.0005901022,0.00009998599,0.00274023,0.0000657901,0.0006758571,0.001064961,0.0008894118],"category_scores_gemma":[0.0003690601,0.0005839005,0.0003437475,0.00003809111,0.007734973,0.00009934474,0.00008089978,0.0008608751,0.0004210258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005833236,"about_ca_system_score_gemma":0.0006701956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008368937,"about_ca_topic_score_gemma":0.0007324881,"domain_scores_codex":[0.9966909,0.0008452109,0.0005791265,0.0006659726,0.0005813264,0.0006374702],"domain_scores_gemma":[0.9961128,0.002508378,0.0004733971,0.0003572181,0.0003020757,0.0002461592],"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":[0.000002257092,0.00002512936,0.0008534952,0.00007741681,0.0001457345,0.000001625493,0.035391,0.000001935501,0.00001450641,0.8539553,0.002640991,0.1068906],"study_design_scores_gemma":[0.0002942489,0.00005037379,0.001419377,0.0003243297,0.0001255228,0.000002254227,0.009544625,0.000018811,0.000004190343,0.1346214,0.8530372,0.0005576223],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002167262,0.0008944757,0.001545737,0.00204961,0.006488352,0.000380558,0.0000536423,0.0001328226,0.9862875],"genre_scores_gemma":[0.1971101,0.0004816893,0.002356234,0.001217895,0.004885409,0.00006546368,0.00005655771,0.00009046014,0.7937362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8503963,"threshold_uncertainty_score":0.9996613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1653284365","doi":"10.3917/dec.lorin.2005.01.0161","title":"7. La notion d'activité face au paradigme économique de l'organisation : une perspective d'interprétation en termes de communautés","year":2005,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Philosophy; Sociology","authors":[{"name":"Patrick Cohendet","is_ca":true},{"name":"Morad Diani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02509379182175158,"gpt":0.2844523999495671,"spread":0.2593586081278155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001428843,0.0004975917,0.0005054761,0.00009019517,0.0009216632,0.000239511,0.0006527106,0.001057433,0.0002376818],"category_scores_gemma":[0.0001645245,0.0005506662,0.0003164181,0.00007725353,0.001625538,0.000460116,0.0001085792,0.0008629567,0.000121058],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005919014,"about_ca_system_score_gemma":0.002005641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1277514,"about_ca_topic_score_gemma":0.2044352,"domain_scores_codex":[0.9970621,0.0007642855,0.0004398703,0.0006213041,0.000398949,0.0007134653],"domain_scores_gemma":[0.9974905,0.001173875,0.000656082,0.0003065148,0.0001072757,0.000265736],"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":[0.00003443912,0.00004477384,0.001275739,0.00001677631,0.00007590822,0.00001112053,0.1657439,0.0001405559,0.0002170034,0.7419871,0.0001685126,0.09028417],"study_design_scores_gemma":[0.0013318,0.0003885853,0.1163531,0.0009623403,0.0004284046,0.00006309278,0.09915417,0.006017794,0.0005955294,0.3896443,0.3828184,0.002242528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1480834,0.0001403161,0.0101085,0.005995377,0.000791714,0.0006389352,0.00006653067,0.0001474663,0.8340278],"genre_scores_gemma":[0.8914164,0.0003134472,0.0005992319,0.0004021621,0.00101184,0.00003689875,0.000007581063,0.00005967574,0.1061527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.743333,"threshold_uncertainty_score":0.9996945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1896318885","doi":"10.3917/dec.blanc.2011.01.0009","title":"Zoos humains et exhibitions coloniales","year":2011,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Philosophy","authors":[{"name":"Pascal Blanchard","is_ca":false},{"name":"Nicolás Bancel","is_ca":false},{"name":"Gilles Boëtsch","is_ca":true},{"name":"Éric Deroo","is_ca":false},{"name":"Sandrine Lemaire","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08764363065299247,"gpt":0.2765286943557922,"spread":0.1888850637027998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0002941357,0.0005415912,0.000651317,0.00007511788,0.002085318,0.0000984811,0.000463187,0.0006460808,0.004468386],"category_scores_gemma":[0.00005477894,0.0004751139,0.0005085933,0.00003987376,0.003345151,0.0001346174,0.000275159,0.0006143801,0.002492669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005375258,"about_ca_system_score_gemma":0.0002347148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007402708,"about_ca_topic_score_gemma":0.03422032,"domain_scores_codex":[0.9977297,0.0001526451,0.0004284132,0.000579474,0.0005487644,0.0005610535],"domain_scores_gemma":[0.9986408,0.0002550251,0.0002891887,0.0002468474,0.0002613335,0.0003068411],"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":[0.00001513938,0.00005588904,0.00001628709,0.00002926445,0.000177187,0.00005483078,0.01149767,1.998065e-7,0.00001737328,0.9616,0.01800044,0.008535726],"study_design_scores_gemma":[0.0002284529,0.0001109314,0.000149427,0.0002041006,0.0002459403,0.000003526843,0.0005269964,5.737337e-7,0.000004589789,0.1168728,0.8810775,0.0005751105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002095203,0.000579587,0.00004415279,0.0009798002,0.002365242,0.00041315,0.0002594726,0.000177989,0.9949711],"genre_scores_gemma":[0.1258057,0.00135913,0.000204761,0.0008605983,0.0007756104,0.00004397258,0.00001858317,0.00004818344,0.8708835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8630771,"threshold_uncertainty_score":0.99977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253884778","doi":"10.3917/dec.badie.2017.01.0188","title":"En quête d’alternatives","year":2017,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Political and Social Issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Historical Association","funders":"","keywords":"Medicine","authors":[{"name":"Roger Martelli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04043264189616939,"gpt":0.3230925846726811,"spread":0.2826599427765117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0006735091,0.0006072593,0.0008554214,0.0000791356,0.001657224,0.0003177149,0.001301346,0.001116005,0.001543346],"category_scores_gemma":[0.0002553622,0.0005899617,0.0005468305,0.000008358906,0.005240581,0.0001970333,0.0003268374,0.0008756474,0.001732225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002875824,"about_ca_system_score_gemma":0.0003969112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008978961,"about_ca_topic_score_gemma":0.005921782,"domain_scores_codex":[0.9968504,0.0003268773,0.0004683866,0.0006490884,0.0008079772,0.0008972165],"domain_scores_gemma":[0.9975033,0.0008242008,0.0003963078,0.0005822094,0.0001500812,0.0005438779],"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":[0.000009775181,0.00002028203,0.00004851678,0.00003749562,0.0001783506,0.00009817157,0.01241173,8.34513e-8,0.00001403155,0.9015231,0.0005879634,0.08507051],"study_design_scores_gemma":[0.000172222,0.00004217109,0.0002746039,0.0002752898,0.0001075367,0.000001947512,0.0003870468,0.000008473206,0.00003196905,0.3474409,0.6507842,0.0004736684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001002559,0.0005406436,0.00006317886,0.001724681,0.002785556,0.0003348638,0.0001241593,0.000138241,0.9932861],"genre_scores_gemma":[0.2234938,0.0005515279,0.0001416591,0.0003418675,0.003113294,0.00001428551,0.000005594602,0.00006810798,0.7722698],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6501963,"threshold_uncertainty_score":0.9996552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135669891","doi":"10.3917/dec.blanc.2016.02.0239","title":"Vers la guerre des identités ?","year":2016,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":1,"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":"Art","authors":[{"name":"Renaud Dély","is_ca":false},{"name":"Alec G. Hargreaves","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1084735790100948,"gpt":0.3536064586455364,"spread":0.2451328796354416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006720269,0.0007647686,0.0006379767,0.0001539213,0.0009691272,0.0003060935,0.0007964976,0.001232652,0.002538433],"category_scores_gemma":[0.0001833215,0.0006451201,0.000551296,0.00002935044,0.00576617,0.0003645513,0.0001964233,0.0005608181,0.001935191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051424,"about_ca_system_score_gemma":0.001151745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00667145,"about_ca_topic_score_gemma":0.0240179,"domain_scores_codex":[0.9961147,0.0004017993,0.000719933,0.0008072174,0.0009820766,0.0009742815],"domain_scores_gemma":[0.9973426,0.0006625612,0.0004336962,0.0006056265,0.0004382944,0.0005172235],"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":[0.00001190059,0.00001935771,0.0004171317,0.00007522585,0.0002335273,0.00005186463,0.01958882,0.00000125777,0.0001823918,0.9532152,0.005150156,0.0210532],"study_design_scores_gemma":[0.0005907882,0.00003411026,0.001259642,0.0005688535,0.0002594932,0.00002357623,0.002694271,0.00001294474,0.00010747,0.03147014,0.9620894,0.0008892918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006966134,0.0002452257,0.0002493565,0.0006473527,0.002753888,0.0005375942,0.0001829351,0.0002041507,0.9882134],"genre_scores_gemma":[0.1112957,0.0003388315,0.0003395501,0.001365447,0.001354922,0.00002214885,0.00001921501,0.000120256,0.8851439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9569393,"threshold_uncertainty_score":0.9999432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152989853","doi":"10.3917/dec.blanc.2011.01.0106","title":"Zoos humains et exhibitions coloniales","year":2011,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Geography","authors":[{"name":"Gilles Boëtsch","is_ca":true},{"name":"Yann Ardagna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08164987181416195,"gpt":0.2711022054635778,"spread":0.1894523336494158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0006210327,0.00068999,0.0008562703,0.0001291509,0.002134927,0.0001337445,0.0005701393,0.001062174,0.003199701],"category_scores_gemma":[0.0001022003,0.000730298,0.0006311406,0.00005254994,0.005320624,0.0001271474,0.0002615604,0.000889854,0.001167885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006458787,"about_ca_system_score_gemma":0.0006599343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01224277,"about_ca_topic_score_gemma":0.09823374,"domain_scores_codex":[0.9969408,0.0003097374,0.0006006342,0.0006811074,0.0006785985,0.0007891064],"domain_scores_gemma":[0.9980534,0.0005440995,0.0003935335,0.00039417,0.0002730803,0.0003416885],"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":[0.00001021853,0.00005978753,0.00002619278,0.00003514116,0.000265044,0.00005545345,0.02543457,2.749086e-7,0.00001145264,0.9391604,0.02476992,0.01017155],"study_design_scores_gemma":[0.0002533108,0.00009627049,0.0002130349,0.0002363351,0.0001944256,0.000002585811,0.0004749574,0.000001824265,0.000007249095,0.3019891,0.6959487,0.0005822465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003303601,0.002493491,0.0002262919,0.0007634526,0.002967575,0.0006499419,0.0003123665,0.0002350327,0.9920215],"genre_scores_gemma":[0.157624,0.002257519,0.0003489141,0.001002666,0.001437466,0.00008196443,0.00002314134,0.0001076304,0.8371167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6711788,"threshold_uncertainty_score":0.9996098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2743126071","doi":"","title":"La Chair de l'empire","year":2013,"lang":"fr","type":"book","venue":"La Découverte eBooks","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":1,"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; Ethnology; History","authors":[{"name":"Ann Laura Stoler","is_ca":false},{"name":"Sébastiên Roux","is_ca":false},{"name":"Massimo Prearo","is_ca":false},{"name":"Éric Fassin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02691901856601129,"gpt":0.2973627802183881,"spread":0.2704437616523768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001535312,0.0004981506,0.0006582417,0.0001586554,0.001414663,0.0003269168,0.0007511586,0.001488363,0.002102556],"category_scores_gemma":[0.00009233529,0.000525128,0.0003516871,0.00008847874,0.001619904,0.0002148095,0.0001297112,0.001013161,0.001713522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071968,"about_ca_system_score_gemma":0.004803052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02605143,"about_ca_topic_score_gemma":0.1143645,"domain_scores_codex":[0.99617,0.0008789456,0.0005993507,0.0006153288,0.00077928,0.0009570786],"domain_scores_gemma":[0.9978175,0.0004675416,0.0004091847,0.0004893619,0.0002250382,0.0005914103],"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":[0.000007184903,0.00005628273,0.002348714,0.0003904524,0.00007149656,0.00002745797,0.02536524,0.000001298751,0.000007828002,0.6100625,0.3387167,0.0229448],"study_design_scores_gemma":[0.0002739582,0.00005817427,0.004614114,0.0003162266,0.0001145592,0.0000131478,0.001135764,0.0001077768,0.000005073388,0.09946521,0.8933907,0.0005053357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009424944,0.0007936739,0.0002960863,0.0006943789,0.001708699,0.0007108942,0.00003152008,0.0001870302,0.9861528],"genre_scores_gemma":[0.06666161,0.001705956,0.0002809421,0.001419014,0.002827672,0.00008551408,0.00002844752,0.00008485765,0.926906],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.554674,"threshold_uncertainty_score":0.9998854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1608820414","doi":"10.3917/dec.blanc.2011.01.0247","title":"Zoos humains et exhibitions coloniales","year":2011,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Language, Linguistics, Cultural Analysis","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":"Musée de la Civilisation","funders":"","keywords":"Psychology; Political science","authors":[{"name":"Gilles Boëtsch","is_ca":true},{"name":"Hélène Claudot-Hawad","is_ca":false},{"name":"Jean-Noël Ferrié","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04726379578202937,"gpt":0.2443888734897733,"spread":0.1971250777077439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002917307,0.0009457629,0.00100622,0.0002520283,0.001420533,0.000484857,0.0005470919,0.0006217089,0.02287073],"category_scores_gemma":[0.0001220211,0.000804053,0.0009089715,0.0000121904,0.002308127,0.000101846,0.0002744744,0.0009819756,0.002178643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248604,"about_ca_system_score_gemma":0.000215664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005959153,"about_ca_topic_score_gemma":0.05873611,"domain_scores_codex":[0.997066,0.0001358976,0.0008961041,0.0007882845,0.0004775768,0.0006360962],"domain_scores_gemma":[0.997455,0.0003128584,0.0005561042,0.0007426298,0.0006527785,0.0002806568],"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":[0.00002439771,0.00007586658,0.000007577612,0.0001392207,0.0007949294,0.00029293,0.01890042,0.000001683901,0.00003154452,0.9697973,0.008075136,0.001859008],"study_design_scores_gemma":[0.0003448714,0.0001255394,0.00002419576,0.00051187,0.001322276,0.00002491699,0.0007089179,0.00002238686,0.0000321383,0.1941119,0.801831,0.0009399871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000404878,0.0005345478,0.000229182,0.0003064247,0.001747013,0.000458199,0.002110276,0.0002611374,0.9939483],"genre_scores_gemma":[0.1735836,0.0001786496,0.0003281105,0.001100303,0.003259697,0.00004538527,0.0003091099,0.0001666306,0.8210285],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7937559,"threshold_uncertainty_score":0.9998795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246784030","doi":"10.3917/dec.giret.2005.01.0005","title":"Des formations pour quels emplois ?","year":2005,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Social Sciences and Governance","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":"National Capital Commission","funders":"","keywords":"Computer science; Philosophy","authors":[{"name":"Claude Thélot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04483059732346267,"gpt":0.2901314123961723,"spread":0.2453008150727096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0006690755,0.0004936044,0.0005112413,0.0000775359,0.001808282,0.0002444245,0.0008770897,0.0007085648,0.003120618],"category_scores_gemma":[0.00009804196,0.00049054,0.0004691586,0.00009292762,0.003162908,0.0004796494,0.0001517884,0.0005252392,0.001450029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006252184,"about_ca_system_score_gemma":0.0008725659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01639562,"about_ca_topic_score_gemma":0.111856,"domain_scores_codex":[0.9969314,0.0001218494,0.0005844162,0.0005367202,0.000976202,0.0008493609],"domain_scores_gemma":[0.99812,0.0003872447,0.0005279926,0.0003483655,0.0002185958,0.0003977724],"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":[0.000004122076,0.00001939129,0.0002594017,0.00001847797,0.00004344404,0.000007868733,0.00979186,0.000006490521,0.00001008433,0.7617289,0.007255199,0.2208548],"study_design_scores_gemma":[0.0002061087,0.00003956505,0.001581341,0.0002426211,0.00008504088,0.000006348739,0.002008764,0.00007764397,0.00001215038,0.1562238,0.8389596,0.0005571032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005304683,0.0006600068,0.000854499,0.002143936,0.00120066,0.0004000683,0.0001162069,0.0001378023,0.9891821],"genre_scores_gemma":[0.1669879,0.0008683797,0.00175162,0.0008181978,0.001725602,0.00002929601,0.000004849087,0.00005508359,0.8277591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8317043,"threshold_uncertainty_score":0.9997546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391893121","doi":"10.3917/dec.brun.2024.01","title":"Derrière le mythe métis","year":2023,"lang":"fr","type":"book","venue":"La Découverte eBooks","topic":"French Urban and Social Studies","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":"Art","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03867402228448467,"gpt":0.2556004354163132,"spread":0.2169264131318286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0009078701,0.0006959448,0.0009941002,0.0001337474,0.002720992,0.0002028029,0.0009018826,0.001217092,0.0003526752],"category_scores_gemma":[0.00021145,0.0007235501,0.0006858498,0.000219949,0.003872222,0.0001080555,0.0004431692,0.0009563258,0.002515839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072495,"about_ca_system_score_gemma":0.002089934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01997733,"about_ca_topic_score_gemma":0.05772023,"domain_scores_codex":[0.9957656,0.0005242664,0.0005962432,0.0008034006,0.001019901,0.001290533],"domain_scores_gemma":[0.9976726,0.001007257,0.0003359598,0.0004433351,0.0001866422,0.0003542568],"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":[0.000004264313,0.00002664672,0.00002371222,0.00006472132,0.0002563483,0.00007523954,0.01193374,0.000001343155,0.000003194721,0.6010834,0.3551384,0.031389],"study_design_scores_gemma":[0.0003472001,0.00005380741,0.0002327765,0.0002906103,0.0001580692,0.000002124979,0.002980949,0.00002889143,0.000005050396,0.1338655,0.8613321,0.0007028935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001428291,0.003517741,0.0001617988,0.001647618,0.007648392,0.0005761433,0.0001201451,0.0005222821,0.9856631],"genre_scores_gemma":[0.008965507,0.001527595,0.000147651,0.000533878,0.003182569,0.0001000613,0.00002603642,0.0001622436,0.9853545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5061937,"threshold_uncertainty_score":0.9995216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206910930","doi":"10.3917/dec.girau.2022.01.0303","title":"Politiques sociales : l'état des savoirs","year":2022,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Social Sciences and Governance","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":"McGill University","funders":"","keywords":"Sociology; Political science","authors":[{"name":"Daniel Béland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09437063928987681,"gpt":0.3156131829886784,"spread":0.2212425436988016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001182012,0.0006706417,0.000775016,0.00009441902,0.00388218,0.0002543057,0.001276968,0.0007085622,0.00827578],"category_scores_gemma":[0.0001717356,0.0007196979,0.0007093892,0.0001296654,0.01193721,0.0003232305,0.0004358829,0.0009471777,0.0002362516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758032,"about_ca_system_score_gemma":0.002032234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1105967,"about_ca_topic_score_gemma":0.1188004,"domain_scores_codex":[0.9951839,0.0004536151,0.0006260499,0.0009098626,0.001605747,0.001220837],"domain_scores_gemma":[0.9975137,0.0007832356,0.0006612935,0.0003832016,0.0001944587,0.0004641511],"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":[0.00001274728,0.00002602419,0.0006120497,0.00003715646,0.00008466144,0.00005115996,0.02420769,0.000001768061,0.000008217134,0.8871608,0.004741929,0.08305577],"study_design_scores_gemma":[0.0001394903,0.00007835748,0.0007477403,0.0001049473,0.0000777552,0.000004412906,0.006802862,0.000006605218,0.000006112503,0.3850069,0.606469,0.0005557429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008343082,0.002066896,0.00004040827,0.002933354,0.0026266,0.000459942,0.0002622488,0.0002116599,0.9830558],"genre_scores_gemma":[0.3461609,0.002956839,0.0003767428,0.0009640744,0.001856587,0.0000557833,0.00001143097,0.0001047765,0.6475129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6017271,"threshold_uncertainty_score":0.9995254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1757389440","doi":"10.3917/dec.dupuy.2003.01.0316","title":"Les limites de la rationalité. Tome 1","year":2003,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Philosophy","authors":[{"name":"Paisley Livingston","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0505777133671254,"gpt":0.2695243146830532,"spread":0.2189466013159277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001090521,0.0006027165,0.0005413083,0.0001955316,0.0004194671,0.0005147589,0.0007007758,0.000890363,0.0004840096],"category_scores_gemma":[0.00008326782,0.0006097686,0.0003479498,0.00003761049,0.0003460246,0.0002339223,0.000174755,0.00059176,0.0003018277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002716714,"about_ca_system_score_gemma":0.000319512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005239808,"about_ca_topic_score_gemma":0.0001976323,"domain_scores_codex":[0.9968604,0.000497055,0.0007142515,0.0008001448,0.0006296002,0.0004984807],"domain_scores_gemma":[0.9973322,0.0009846272,0.0004651135,0.0007587144,0.0002120399,0.0002473688],"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":[0.000006761017,0.00003665112,0.0004059323,0.0001236475,0.0001133616,0.00007349467,0.001087567,0.00005302792,0.0006427689,0.960696,0.003275797,0.033485],"study_design_scores_gemma":[0.0006129364,0.00007294356,0.002522597,0.0005394625,0.00008231081,0.0002038855,0.00001901846,0.008987675,0.0005093896,0.02738908,0.9582754,0.0007852857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008357058,0.0006977745,0.1472972,0.0003055408,0.001571153,0.0004965361,0.00003858008,0.0001619738,0.8485955],"genre_scores_gemma":[0.1735585,0.0001556094,0.01581708,0.001406367,0.0008489091,0.00007176188,0.0000331938,0.0001332694,0.8079754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9549996,"threshold_uncertainty_score":0.9996353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246474453","doi":"10.3917/dec.badie.2017.01.0213","title":"En quête d’alternatives","year":2017,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Economics","authors":[{"name":"Rachel Knaebel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02216269447493462,"gpt":0.2864176942694505,"spread":0.2642549997945158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009563792,0.001064621,0.001128471,0.0002448722,0.000951892,0.0004091086,0.002056771,0.00165304,0.003053901],"category_scores_gemma":[0.0005399284,0.001054435,0.0007696307,0.00001308135,0.00239481,0.0002059865,0.001076987,0.001856068,0.001301744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007104857,"about_ca_system_score_gemma":0.0007688066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009334219,"about_ca_topic_score_gemma":0.007615063,"domain_scores_codex":[0.9952546,0.0004678617,0.0007357904,0.001253913,0.001018338,0.001269469],"domain_scores_gemma":[0.9954632,0.0008058785,0.0004107349,0.002245387,0.0005092947,0.0005655279],"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":[0.0001546151,0.00004441115,0.00007897677,0.0002414815,0.0005118173,0.0007961611,0.0006057809,0.0001468977,0.0000475782,0.7516326,0.0005401409,0.2451995],"study_design_scores_gemma":[0.0006905198,0.0001529375,0.00026379,0.0003668743,0.0001040059,0.00005315301,0.0001057745,0.0003849286,0.000171004,0.2881864,0.7087624,0.0007582098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001248724,0.0005937074,0.0002139461,0.0006558704,0.001577497,0.0004424405,0.0001148987,0.0001607876,0.9949921],"genre_scores_gemma":[0.1852981,0.0004008606,0.0002423167,0.0001704069,0.0009372372,0.00004838664,0.0000347731,0.0001714403,0.8126965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7082223,"threshold_uncertainty_score":0.999643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134322878","doi":"10.3917/dec.fanon.2018.01.0579","title":"Écrits sur l'aliénation et la liberté","year":2018,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"African Studies and Geopolitics","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":"Novelis (Canada)","funders":"","keywords":"Geology","authors":[{"name":"El Moudjahid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02802599420015138,"gpt":0.2858925984856106,"spread":0.2578666042854592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009205451,0.0005738533,0.0006414055,0.0001079067,0.0008134031,0.0001587542,0.0004898084,0.0008699804,0.001389943],"category_scores_gemma":[0.0001421681,0.0005740681,0.0003485813,0.00005034952,0.00281671,0.0001312759,0.000323948,0.0005878645,0.0009293227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122202,"about_ca_system_score_gemma":0.0004969488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002291602,"about_ca_topic_score_gemma":0.009176467,"domain_scores_codex":[0.9969698,0.0003390547,0.0005290071,0.0006297019,0.000799088,0.0007334134],"domain_scores_gemma":[0.9974217,0.001039254,0.000361822,0.0004145303,0.0004704228,0.0002922396],"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":[0.00001116786,0.0000276795,0.00004075988,0.00005169555,0.0001698303,0.0000323145,0.01392806,3.296271e-7,0.000003430934,0.9444512,0.01975034,0.02153325],"study_design_scores_gemma":[0.0002825993,0.0001043051,0.0001696841,0.0002682837,0.0001741448,0.000009400075,0.001593839,0.00003264453,0.00000522146,0.1445939,0.8522053,0.0005606607],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009809394,0.0002842265,0.0002295661,0.0008853388,0.0018533,0.0003603696,0.0001434873,0.0001350409,0.9951277],"genre_scores_gemma":[0.06929045,0.0004895409,0.0003612311,0.001541668,0.001487155,0.00001935451,0.00001796847,0.000102259,0.9266903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.832455,"threshold_uncertainty_score":0.9998971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135280821","doi":"10.3917/dec.fanon.2018.01.0627","title":"Écrits sur l'aliénation et la liberté","year":2018,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Multiculturalism, Politics, Migration, Gender","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":"Novelis (Canada)","funders":"","keywords":"Art","authors":[{"name":"El Moudjahid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09761954710541446,"gpt":0.359176310931192,"spread":0.2615567638257775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001160032,0.0007729696,0.0006415314,0.000174431,0.0006283145,0.0003913189,0.0006559425,0.001438672,0.002386787],"category_scores_gemma":[0.0002753817,0.0007551691,0.0004155856,0.00004163572,0.003037754,0.0003939652,0.0001850172,0.0007051167,0.001364857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033951,"about_ca_system_score_gemma":0.001457801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006213407,"about_ca_topic_score_gemma":0.03318458,"domain_scores_codex":[0.9956651,0.0007223518,0.0008181821,0.000873416,0.001128979,0.000791923],"domain_scores_gemma":[0.9966975,0.0008531983,0.000534612,0.0005889077,0.0009092065,0.0004165875],"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":[0.00001326517,0.00004132425,0.0001246131,0.00007954279,0.0001701351,0.00002144591,0.04806577,0.000002397366,0.0001741858,0.9161228,0.02973632,0.005448227],"study_design_scores_gemma":[0.0005275079,0.00005932317,0.001498209,0.0003573477,0.0002073754,0.00002435191,0.001334301,0.0001902638,0.000142386,0.01360788,0.9811423,0.0009087573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01042444,0.0001434349,0.0002452398,0.002131101,0.002750765,0.0007521494,0.0001878681,0.0002540841,0.9831109],"genre_scores_gemma":[0.05211408,0.0002362039,0.0006212615,0.006780511,0.001671527,0.00002886451,0.0001246937,0.0001477705,0.9382751],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.951406,"threshold_uncertainty_score":0.9998577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133830003","doi":"10.3917/dec.fanon.2018.01.0574","title":"Écrits sur l'aliénation et la liberté","year":2018,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Multiculturalism, Politics, Migration, Gender","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":"Novelis (Canada)","funders":"","keywords":"Political science; Philosophy","authors":[{"name":"El Moudjahid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09761954710541446,"gpt":0.359176310931192,"spread":0.2615567638257775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001160032,0.0007729696,0.0006415314,0.000174431,0.0006283145,0.0003913189,0.0006559425,0.001438672,0.002386787],"category_scores_gemma":[0.0002753817,0.0007551691,0.0004155856,0.00004163572,0.003037754,0.0003939652,0.0001850172,0.0007051167,0.001364857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033951,"about_ca_system_score_gemma":0.001457801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006213407,"about_ca_topic_score_gemma":0.03318458,"domain_scores_codex":[0.9956651,0.0007223518,0.0008181821,0.000873416,0.001128979,0.000791923],"domain_scores_gemma":[0.9966975,0.0008531983,0.000534612,0.0005889077,0.0009092065,0.0004165875],"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":[0.00001326517,0.00004132425,0.0001246131,0.00007954279,0.0001701351,0.00002144591,0.04806577,0.000002397366,0.0001741858,0.9161228,0.02973632,0.005448227],"study_design_scores_gemma":[0.0005275079,0.00005932317,0.001498209,0.0003573477,0.0002073754,0.00002435191,0.001334301,0.0001902638,0.000142386,0.01360788,0.9811423,0.0009087573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01042444,0.0001434349,0.0002452398,0.002131101,0.002750765,0.0007521494,0.0001878681,0.0002540841,0.9831109],"genre_scores_gemma":[0.05211408,0.0002362039,0.0006212615,0.006780511,0.001671527,0.00002886451,0.0001246937,0.0001477705,0.9382751],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.951406,"threshold_uncertainty_score":0.9998577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796719658","doi":"10.3917/dec.peyre.2015.01.0314","title":"Mon corps a-t-il un sexe ?","year":2015,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"French Historical and Cultural 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":"Francophone University Association","funders":"","keywords":"Political science","authors":[{"name":"Josiane Gonthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04823087069071455,"gpt":0.2084971394098359,"spread":0.1602662687191213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001736073,0.0009073424,0.0009555997,0.00007501482,0.001249455,0.0002052305,0.0004296162,0.0005076324,0.00701072],"category_scores_gemma":[0.00002208921,0.0006991682,0.0004701243,0.000009238045,0.001740219,0.00009712351,0.0002545036,0.0008100766,0.002016629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004058,"about_ca_system_score_gemma":0.00009629216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001667747,"about_ca_topic_score_gemma":0.002922469,"domain_scores_codex":[0.997379,0.00005362865,0.0006332077,0.0006692056,0.0006547474,0.0006102003],"domain_scores_gemma":[0.9983496,0.0001298314,0.0003321946,0.0004219093,0.0004132898,0.0003531623],"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":[0.00002940783,0.00003880506,0.000003173646,0.00009066921,0.0003086818,0.0001138225,0.003481646,8.768893e-7,0.000008922035,0.7738307,0.1638822,0.05821113],"study_design_scores_gemma":[0.0004906349,0.0002962034,0.00001189077,0.0002644963,0.0003621466,0.00002453618,0.0004029856,0.00001585105,0.000009968849,0.07871707,0.9184757,0.0009285033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001433016,0.02142778,0.00001171548,0.0003797145,0.003938519,0.000333513,0.0004043616,0.0001982639,0.9731628],"genre_scores_gemma":[0.01324944,0.0007684774,0.00006223642,0.0003442865,0.002728537,0.00003877165,0.00005420756,0.0001061756,0.9826479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7545936,"threshold_uncertainty_score":0.9995459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241473208","doi":"10.3917/dec.renne.2016.01.0670","title":"Encyclopédie critique du genre","year":2016,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","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; Human immunodeficiency virus (HIV); Sida; Philosophy; Medicine; Viral disease; Virology","authors":[{"name":"Gabriel Girard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02947147676609621,"gpt":0.2992688973613954,"spread":0.2697974205952993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008486914,0.001727586,0.001991612,0.0004492995,0.000408607,0.00008750246,0.000910544,0.0023889,0.006372093],"category_scores_gemma":[0.0004649343,0.001465041,0.0007812798,0.0000375418,0.001581497,0.0001547404,0.0004882948,0.002049264,0.01073644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007456221,"about_ca_system_score_gemma":0.001063499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001883785,"about_ca_topic_score_gemma":0.0005338159,"domain_scores_codex":[0.993695,0.0002501154,0.001490369,0.001676178,0.001199562,0.001688761],"domain_scores_gemma":[0.9942825,0.00138484,0.0005263439,0.00202642,0.0005385745,0.001241263],"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":[0.0002037287,0.000100127,0.0003227285,0.0007008334,0.00069456,0.003171199,0.002956425,4.356244e-7,0.001567161,0.640038,0.01833798,0.3319069],"study_design_scores_gemma":[0.002798416,0.0005702354,0.000394729,0.005406726,0.001151968,0.0007269951,0.0009924237,0.00006259111,0.0006532388,0.02640822,0.959122,0.001712469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006463212,0.002050471,0.00171674,0.001517272,0.005267011,0.001451654,0.0005576468,0.0004754809,0.9863174],"genre_scores_gemma":[0.06337763,0.002382532,0.0007200413,0.002688659,0.007200339,0.0001156922,0.00006661151,0.0006738522,0.9227746],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.940784,"threshold_uncertainty_score":0.999547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901030236","doi":"10.3917/dec.peyre.2015.01.0258","title":"Mon corps a-t-il un sexe ?","year":2015,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Spatial Cognition and Navigation","field":"Engineering","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 du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Louise Cossette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02843541384096764,"gpt":0.2277901009093028,"spread":0.1993546870683351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003007808,0.0007013922,0.0005932549,0.0001827806,0.0001401508,0.00009031391,0.0002684131,0.0009882706,0.002050205],"category_scores_gemma":[0.00003371901,0.0008023522,0.0002590624,0.00003139018,0.0002070563,0.00009852932,0.00009767302,0.0009412559,0.00256274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003383809,"about_ca_system_score_gemma":0.0001394584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002695649,"about_ca_topic_score_gemma":0.0002807808,"domain_scores_codex":[0.9978412,0.00005584392,0.0005950124,0.0004859716,0.0005656541,0.0004563191],"domain_scores_gemma":[0.998517,0.000146914,0.0001943278,0.0004786765,0.0002779457,0.0003851772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008411441,0.00003242616,0.0000403176,0.0003013137,0.000402508,0.000260314,0.0006561613,0.0004401192,0.001678548,0.4539207,0.01022748,0.531956],"study_design_scores_gemma":[0.001510497,0.0001685045,0.0001261106,0.0007927719,0.0003854032,0.00009691595,0.00004759271,0.007615131,0.002759342,0.07811512,0.9071213,0.001261288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00172079,0.0006061462,0.006859332,0.00008141553,0.002793843,0.0005073595,0.0002761569,0.0005615407,0.9865934],"genre_scores_gemma":[0.4368504,0.0002701198,0.00278805,0.0004306945,0.001767382,0.00007270427,0.0005433558,0.0005559574,0.5567213],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8968939,"threshold_uncertainty_score":0.9994428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206984560","doi":"10.3917/dec.girau.2022.01.0171","title":"Politiques sociales : l'état des savoirs","year":2022,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Social Sciences and Governance","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":"Université du Québec à Montréal","funders":"","keywords":"Political science; Sociology","authors":[{"name":"Birgit Pfau‐Effinger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09437063928987681,"gpt":0.3156131829886784,"spread":0.2212425436988016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001182012,0.0006706417,0.000775016,0.00009441902,0.00388218,0.0002543057,0.001276968,0.0007085622,0.00827578],"category_scores_gemma":[0.0001717356,0.0007196979,0.0007093892,0.0001296654,0.01193721,0.0003232305,0.0004358829,0.0009471777,0.0002362516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758032,"about_ca_system_score_gemma":0.002032234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1105967,"about_ca_topic_score_gemma":0.1188004,"domain_scores_codex":[0.9951839,0.0004536151,0.0006260499,0.0009098626,0.001605747,0.001220837],"domain_scores_gemma":[0.9975137,0.0007832356,0.0006612935,0.0003832016,0.0001944587,0.0004641511],"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":[0.00001274728,0.00002602419,0.0006120497,0.00003715646,0.00008466144,0.00005115996,0.02420769,0.000001768061,0.000008217134,0.8871608,0.004741929,0.08305577],"study_design_scores_gemma":[0.0001394903,0.00007835748,0.0007477403,0.0001049473,0.0000777552,0.000004412906,0.006802862,0.000006605218,0.000006112503,0.3850069,0.606469,0.0005557429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008343082,0.002066896,0.00004040827,0.002933354,0.0026266,0.000459942,0.0002622488,0.0002116599,0.9830558],"genre_scores_gemma":[0.3461609,0.002956839,0.0003767428,0.0009640744,0.001856587,0.0000557833,0.00001143097,0.0001047765,0.6475129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6017271,"threshold_uncertainty_score":0.9995254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241189128","doi":"10.3917/dec.renne.2016.01.0149","title":"Encyclopédie critique du genre","year":2016,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Education, sociology, and vocational training","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; Political science; Sociology; Philosophy","authors":[{"name":"Natalie Benelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1092716385358618,"gpt":0.3824635451488552,"spread":0.2731919066129933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002189552,0.0005326911,0.0005383376,0.0001204255,0.001195501,0.000067665,0.0006315034,0.001217966,0.002161264],"category_scores_gemma":[0.0004621172,0.0005000444,0.0003803656,0.00002919123,0.004853006,0.0001516969,0.00008383665,0.0006181931,0.0007837937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00028187,"about_ca_system_score_gemma":0.0009957659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003070376,"about_ca_topic_score_gemma":0.0005865504,"domain_scores_codex":[0.9969685,0.0005851882,0.0005949493,0.0007126009,0.0004832977,0.0006554842],"domain_scores_gemma":[0.9952117,0.003319053,0.0003536212,0.0004025776,0.0004036473,0.0003094598],"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":[0.000003669891,0.00002456333,0.000338987,0.00004148092,0.0001254814,0.000009149484,0.01273399,1.403234e-7,0.00002292909,0.9435838,0.003372714,0.0397431],"study_design_scores_gemma":[0.0002242146,0.00004213594,0.0005433583,0.0003431996,0.00009273084,0.00001223394,0.004719776,0.000002486374,0.000005685663,0.2192202,0.7742618,0.0005322403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007225533,0.0004932981,0.0007384281,0.008207466,0.00687179,0.0003786023,0.00009102556,0.0001422423,0.9823546],"genre_scores_gemma":[0.1515715,0.002654326,0.00121444,0.001889016,0.01264776,0.00008815681,0.00002898073,0.000108776,0.8297971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.770889,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1686516046","doi":"10.3917/dec.dupuy.2003.01.0334","title":"Les limites de la rationalité. Tome 1","year":2003,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Psychology","authors":[{"name":"Jocelyne Couture","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0505777133671254,"gpt":0.2695243146830532,"spread":0.2189466013159277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001090521,0.0006027165,0.0005413083,0.0001955316,0.0004194671,0.0005147589,0.0007007758,0.000890363,0.0004840096],"category_scores_gemma":[0.00008326782,0.0006097686,0.0003479498,0.00003761049,0.0003460246,0.0002339223,0.000174755,0.00059176,0.0003018277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002716714,"about_ca_system_score_gemma":0.000319512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005239808,"about_ca_topic_score_gemma":0.0001976323,"domain_scores_codex":[0.9968604,0.000497055,0.0007142515,0.0008001448,0.0006296002,0.0004984807],"domain_scores_gemma":[0.9973322,0.0009846272,0.0004651135,0.0007587144,0.0002120399,0.0002473688],"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":[0.000006761017,0.00003665112,0.0004059323,0.0001236475,0.0001133616,0.00007349467,0.001087567,0.00005302792,0.0006427689,0.960696,0.003275797,0.033485],"study_design_scores_gemma":[0.0006129364,0.00007294356,0.002522597,0.0005394625,0.00008231081,0.0002038855,0.00001901846,0.008987675,0.0005093896,0.02738908,0.9582754,0.0007852857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008357058,0.0006977745,0.1472972,0.0003055408,0.001571153,0.0004965361,0.00003858008,0.0001619738,0.8485955],"genre_scores_gemma":[0.1735585,0.0001556094,0.01581708,0.001406367,0.0008489091,0.00007176188,0.0000331938,0.0001332694,0.8079754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9549996,"threshold_uncertainty_score":0.9996353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}