{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":32,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":32,"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":"bc55777a2494","filters":{"venue":"Sciences Humaines"}},"results":[{"id":"W2963386564","doi":"10.3917/sh.308.0005","title":"Les nouveaux codes du management","year":2018,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Social Sciences and Governance","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":"Université Laval","funders":"","keywords":"Computer science","authors":[{"name":"Daniel Mercure","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05139220410410892,"gpt":0.3493652939242852,"spread":0.2979730898201763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002195586,0.0002569085,0.0002609036,0.00009543138,0.006266485,0.0004658454,0.001539999,0.0001506015,0.003676936],"category_scores_gemma":[0.0001414336,0.0002266563,0.0001474656,0.002512244,0.01933939,0.0008536396,0.0002514778,0.0001164474,0.0008865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001996791,"about_ca_system_score_gemma":0.0002446841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03417287,"about_ca_topic_score_gemma":0.03398963,"domain_scores_codex":[0.9962692,0.0002421474,0.000339234,0.0007403884,0.001319609,0.00108941],"domain_scores_gemma":[0.9989143,0.0001554695,0.0002570189,0.0002249869,0.0002081029,0.0002401242],"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":[0.0000043407,0.00007812127,0.01408066,0.00002039942,0.00001679082,0.000009494075,0.0125517,0.00000860435,0.000009455856,0.8372412,0.0400732,0.09590605],"study_design_scores_gemma":[0.0001746998,0.0002827956,0.02642522,0.0001317981,0.00003494505,0.000003391753,0.02325517,0.0003937622,0.00003692943,0.04390458,0.9049392,0.0004174811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1857651,0.00416397,0.0003681002,0.0378368,0.009210058,0.0002843961,0.0000199239,0.0001056008,0.7622461],"genre_scores_gemma":[0.9009923,0.002223743,0.002837353,0.0009161755,0.004833271,0.00001674851,7.158724e-7,0.00001141473,0.08816823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.864866,"threshold_uncertainty_score":0.9998914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2799274417","doi":"10.3917/sh.282.0019","title":"Qu'est-ce que coopérer ?","year":2016,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Social Sciences and Governance","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":"Employment and Social Development Canada","funders":"","keywords":"Political science","authors":[{"name":"Benoît Dubreuil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04500802480650662,"gpt":0.3342074982367347,"spread":0.2891994734302281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002643842,0.000303068,0.0003353771,0.00008445018,0.002951273,0.0003269732,0.001632505,0.0002308018,0.00427479],"category_scores_gemma":[0.0008463652,0.0001988567,0.0002003253,0.002418079,0.01365082,0.001737605,0.0001775033,0.0001289474,0.001297973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363667,"about_ca_system_score_gemma":0.001555498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02766277,"about_ca_topic_score_gemma":0.02238594,"domain_scores_codex":[0.9953987,0.0003786906,0.0004218816,0.0008787233,0.001512705,0.0014093],"domain_scores_gemma":[0.9981158,0.0006390888,0.000349162,0.0002895589,0.0002061777,0.0004002388],"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":[0.000004784128,0.00007276631,0.01239349,0.00001077517,0.000009069787,0.000009020369,0.005399744,0.00000738204,0.0003766493,0.8487065,0.0662744,0.06673541],"study_design_scores_gemma":[0.0002802255,0.0002210981,0.007484096,0.000257741,0.0000192266,0.000005942502,0.004819193,0.00003049726,0.0001627707,0.06492615,0.9212761,0.000516969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2051298,0.01494297,0.0006723836,0.2017482,0.01477824,0.0004326662,0.00008099386,0.0001862964,0.5620284],"genre_scores_gemma":[0.8149051,0.004009992,0.0004279233,0.001167934,0.002602551,0.00001900797,3.040101e-7,0.00001414279,0.176853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8550017,"threshold_uncertainty_score":0.9994797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1805014894","doi":"10.3917/sh.229.0016","title":"WOW : Je joue donc je suis","year":2011,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":1,"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":"Humanities; Geography; Art","authors":[{"name":"Maxime Coulombe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1673594855311376,"gpt":0.4212630799813489,"spread":0.2539035944502113,"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":[0.004870445,0.000455818,0.0006219362,0.0007621851,0.001302781,0.0002039198,0.002071698,0.0004518222,0.04369817],"category_scores_gemma":[0.0001927254,0.0003892619,0.0003933054,0.002539112,0.006099186,0.0004168649,0.0001923949,0.0006691675,0.006774636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005130686,"about_ca_system_score_gemma":0.0001921107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008071431,"about_ca_topic_score_gemma":0.0005676426,"domain_scores_codex":[0.9940679,0.001201024,0.0007314752,0.00146775,0.0007528298,0.001779025],"domain_scores_gemma":[0.9974516,0.0004518704,0.0002856198,0.001110282,0.0002456261,0.0004550119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003243802,0.002541277,0.3585183,0.0001142164,0.0005133754,0.0006453508,0.02780756,0.000007661931,0.0009209751,0.188908,0.2793776,0.1403213],"study_design_scores_gemma":[0.001808344,0.002008787,0.1972179,0.0001971381,0.0002289375,0.0004691774,0.006853037,0.000184526,0.0001997907,0.08170725,0.7079117,0.001213435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1874362,0.01789146,0.0001889343,0.007408124,0.009062641,0.0003045788,0.0000473998,0.00008147624,0.7775791],"genre_scores_gemma":[0.7758894,0.000916735,0.002010759,0.001043138,0.001558431,0.00006042573,0.000005990322,0.00004114354,0.218474],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5884532,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1625228965","doi":"10.3917/sh.193.0018","title":"Le vieillissement au grand âge","year":2008,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre de Santé et de Services Sociaux de la Vieille-Capitale","funders":"","keywords":"Philosophy; Humanities","authors":[{"name":"Vincent Caradec","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0715220373914772,"gpt":0.3887712204618374,"spread":0.3172491830703602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001479755,0.0002396366,0.0003845801,0.0001325819,0.01069888,0.00004574668,0.0005181151,0.0002411174,0.000915853],"category_scores_gemma":[0.0002352387,0.00021556,0.0001437389,0.0006325803,0.003454463,0.0004638435,0.0001727199,0.0003770397,0.0005170763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426117,"about_ca_system_score_gemma":0.002030936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268648,"about_ca_topic_score_gemma":0.01148978,"domain_scores_codex":[0.9967486,0.000565362,0.0005021933,0.0005018229,0.0005972023,0.001084854],"domain_scores_gemma":[0.9987194,0.0003330225,0.0002218178,0.0002547354,0.0002017925,0.0002692461],"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":[0.00001778969,0.0003670898,0.1197413,0.0004977303,0.0000533625,0.00008744473,0.5352789,0.00003097895,0.0001137802,0.2195579,0.1186403,0.005613491],"study_design_scores_gemma":[0.001066519,0.000377854,0.02812443,0.0007538157,0.00005160841,0.00001639299,0.1727755,0.0001106586,0.0001868385,0.03096251,0.7648425,0.00073135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6559443,0.01348306,0.0002489582,0.01665656,0.008169067,0.0005444647,0.00002415803,0.0001084726,0.3048209],"genre_scores_gemma":[0.9241574,0.001728669,0.0004543828,0.003073031,0.002331989,0.00003259307,0.000006454987,0.00001885718,0.06819667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6462021,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346545650","doi":"10.3917/sh.279.0019","title":"Pourquoi la violence fascine-t-elle ?","year":2016,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":1,"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 Trois-Rivières","funders":"","keywords":"Medicine","authors":[{"name":"Laurent Bègue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05605633448446921,"gpt":0.4082097363730094,"spread":0.3521534018885402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004742444,0.0003749011,0.0004737437,0.0005292818,0.0008769542,0.0001663371,0.001641624,0.0003629129,0.01607485],"category_scores_gemma":[0.0004096657,0.0002391782,0.0002871986,0.001601795,0.006823657,0.0003645538,0.0001826631,0.0003198665,0.007187314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004678766,"about_ca_system_score_gemma":0.0001953783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001239186,"about_ca_topic_score_gemma":0.0000708463,"domain_scores_codex":[0.9945638,0.001458821,0.0005595451,0.001319893,0.0006891392,0.001408777],"domain_scores_gemma":[0.9965076,0.001805727,0.0002147352,0.0008850988,0.000245475,0.0003413913],"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":[0.0001055133,0.0006517715,0.1170428,0.0000481676,0.0001417469,0.0002158286,0.0008624368,0.000006663238,0.006165591,0.1194519,0.153757,0.6015506],"study_design_scores_gemma":[0.001882313,0.0007522597,0.03616107,0.00105111,0.00008134023,0.0004041006,0.001136186,0.00008371787,0.000203523,0.08604369,0.8714729,0.000727785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2043075,0.0278451,0.001803127,0.07701879,0.006666001,0.0003198734,0.00009651973,0.0001049717,0.6818382],"genre_scores_gemma":[0.6888385,0.004265527,0.0007499437,0.001143469,0.001326666,0.00004921986,0.000001734661,0.00003192833,0.303593],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7177159,"threshold_uncertainty_score":0.9958792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1612795012","doi":"10.3917/sh.252.0009","title":"Un monde de &lt;I&gt;geeks&lt;/I&gt;","year":2013,"lang":"fr","type":"article","venue":"Sciences Humaines","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":"Employment and Social Development Canada","funders":"","keywords":"Art","authors":[{"name":"Yann Leroux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03335010997836815,"gpt":0.2649696181327966,"spread":0.2316195081544285,"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":[0.001878571,0.00040729,0.0004902348,0.000155907,0.005612362,0.0006482963,0.001334616,0.000302482,0.004822601],"category_scores_gemma":[0.0006365984,0.0003703389,0.0002799438,0.002009807,0.01151157,0.001129343,0.0002702886,0.0002288306,0.001794069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004773417,"about_ca_system_score_gemma":0.0005278654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006113003,"about_ca_topic_score_gemma":0.006602918,"domain_scores_codex":[0.9952919,0.0004820034,0.0004968891,0.0007466935,0.001213593,0.001768949],"domain_scores_gemma":[0.9982494,0.0004386443,0.0002477731,0.000274,0.0003081972,0.0004819781],"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":[0.000001701759,0.0001600747,0.001833497,0.00002847733,0.00005669444,0.000009440771,0.02395372,0.00003730763,0.001314877,0.7686959,0.1741204,0.02978792],"study_design_scores_gemma":[0.0002266612,0.0001806862,0.01334226,0.00007545616,0.00004837072,0.000003206895,0.003642195,0.0005123849,0.00008254514,0.2006378,0.7806897,0.0005586989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.216455,0.1231859,0.0001510463,0.03534994,0.007476081,0.0006484544,0.00002200815,0.0002360655,0.6164755],"genre_scores_gemma":[0.8194757,0.00756122,0.002279264,0.001304365,0.003057499,0.0001030421,0.000002377315,0.00002677059,0.1661898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6065693,"threshold_uncertainty_score":0.9998748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1619080071","doi":"10.3917/sh.116.0025","title":"L'intelligence à l'école","year":2001,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Education and Technology Integration","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":"Ministry of Labour, Employment and Social Solidarity; Juvenile Diabetes Research Foundation","funders":"","keywords":"Computer science","authors":[{"name":"Jean–Yves Fournier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06845671600656282,"gpt":0.3840691693775686,"spread":0.3156124533710057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001180424,0.0001386829,0.0001295076,0.0001797659,0.001905441,0.0001613572,0.0006926119,0.0001840891,0.006529069],"category_scores_gemma":[0.0003316771,0.0001289561,0.00007190551,0.00218063,0.006103145,0.0005911615,0.00004052564,0.0001677254,0.001757973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015537,"about_ca_system_score_gemma":0.0003716904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001521375,"about_ca_topic_score_gemma":0.003705175,"domain_scores_codex":[0.9982882,0.0001664435,0.0002532412,0.0003750632,0.0004064305,0.0005105943],"domain_scores_gemma":[0.9992824,0.0001462757,0.0001191049,0.0001828284,0.0001549986,0.0001144301],"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":[0.000001095784,0.00008323688,0.01322489,0.000003527377,0.000003975887,0.000003095977,0.002685756,0.00003317809,0.00003137726,0.9008957,0.005371261,0.07766294],"study_design_scores_gemma":[0.00003309002,0.0001175724,0.001345435,0.0000528548,0.00001197971,0.00001749911,0.02444699,0.000658135,0.0002634206,0.2329134,0.7399359,0.0002037236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1839166,0.006583918,0.003147366,0.1822589,0.009415211,0.0002477819,0.000003455162,0.0002241722,0.6142026],"genre_scores_gemma":[0.8006406,0.002277296,0.001762664,0.001508711,0.0008294397,0.00001789923,0.000001573293,0.000006021645,0.1929558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7345646,"threshold_uncertainty_score":0.9993939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321386871","doi":"10.3917/sh.hs24.0076","title":"La fatigue, mal du siècle","year":2019,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Social Policies and Family","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 de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Philippe Zawieja","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04435524533676872,"gpt":0.3318310954351288,"spread":0.2874758500983601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001716754,0.0001935973,0.0002542175,0.00008396756,0.001976855,0.0003331778,0.0007706829,0.0002177818,0.002428885],"category_scores_gemma":[0.0001743974,0.0001788456,0.0001623572,0.001326269,0.006696773,0.0006200739,0.0001457001,0.0001766329,0.001253334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009013784,"about_ca_system_score_gemma":0.0003316902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009117989,"about_ca_topic_score_gemma":0.0007432288,"domain_scores_codex":[0.997415,0.0003768887,0.000254249,0.0004218938,0.0007335625,0.000798399],"domain_scores_gemma":[0.9989697,0.0004431498,0.0001386564,0.0001764185,0.00009246323,0.0001796087],"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":[0.000003652314,0.00007420264,0.05005596,0.0000276132,0.00001268708,0.000005032783,0.01292601,0.00008919651,0.00009222722,0.8985206,0.01832459,0.01986821],"study_design_scores_gemma":[0.0003112149,0.0002242721,0.06077908,0.00009178299,0.00002269849,0.000004960201,0.0353424,0.0006322641,0.00001962142,0.04158076,0.8605358,0.0004551863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4508765,0.002625446,0.00001414925,0.01997705,0.004821389,0.0001808764,0.00001098873,0.00005875268,0.5214348],"genre_scores_gemma":[0.9510926,0.0009233787,0.0002059688,0.002067521,0.001771006,0.000006457692,0.000001152412,0.00001297789,0.04391892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8569399,"threshold_uncertainty_score":0.9995243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1651912251","doi":"10.3917/sh.266.0008","title":"Santé : le tournant global ?","year":2015,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Healthcare Systems and Practices","field":"Health Professions","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":"Political science","authors":[{"name":"Jean‐Paul Gaudillière","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3198828512132962,"gpt":0.556944372884582,"spread":0.2370615216712857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01195098,0.0002338655,0.0003883929,0.0000815592,0.002655637,0.0001486937,0.0005991065,0.0003491863,0.0008416612],"category_scores_gemma":[0.002836433,0.000183703,0.00008184406,0.001026857,0.001018997,0.001146296,0.0002194527,0.0005225955,0.001943944],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003292685,"about_ca_system_score_gemma":0.006979603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02131824,"about_ca_topic_score_gemma":0.008077082,"domain_scores_codex":[0.9929596,0.003747481,0.0007758097,0.0005107147,0.0007920458,0.001214414],"domain_scores_gemma":[0.997021,0.0008395429,0.000510831,0.0003347631,0.000456192,0.0008376516],"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":[0.00003674177,0.0001592946,0.04051991,0.0005334406,0.00002287957,0.00007029304,0.01482984,0.00003594138,0.000009907887,0.3353499,0.5029256,0.1055062],"study_design_scores_gemma":[0.0004248068,0.000337951,0.004828759,0.0005510168,0.00001269092,0.00006156533,0.04060612,0.0003118019,0.000002620344,0.02266738,0.9299703,0.000224956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08977724,0.06346127,0.0003228701,0.2448483,0.0305614,0.0007386413,0.0001093993,0.0001156891,0.5700651],"genre_scores_gemma":[0.9317807,0.0005881059,0.00312208,0.002996386,0.005552176,0.00002846629,0.000003215588,0.00001759598,0.05591128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8420035,"threshold_uncertainty_score":0.9988332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1910977909","doi":"10.3917/sh.181.0006","title":"Quelle autonomie en prison ?","year":2007,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Health, Medicine and Society","field":"Health Professions","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":"Prison; Political science; Sociology; Criminology","authors":[{"name":"Gilles Chantraine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0717458793379579,"gpt":0.4503763424152635,"spread":0.3786304630773056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02074219,0.0002402675,0.000402351,0.0001583694,0.003663833,0.00003277027,0.00056258,0.0009647071,0.002857645],"category_scores_gemma":[0.001605157,0.0001993588,0.0001240139,0.0009244774,0.001708282,0.0003788901,0.0001589705,0.001731558,0.001310812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004166542,"about_ca_system_score_gemma":0.003029176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101977,"about_ca_topic_score_gemma":0.002008366,"domain_scores_codex":[0.995186,0.001075081,0.0008978115,0.0005687197,0.0005759659,0.001696403],"domain_scores_gemma":[0.9953046,0.003353316,0.0002753748,0.0003435516,0.0001601546,0.0005630454],"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":[0.00002517181,0.0003325214,0.05749346,0.001807709,0.00003316055,0.00004867569,0.1994545,0.00002669494,0.0002576339,0.309663,0.2977634,0.1330941],"study_design_scores_gemma":[0.0004870742,0.0003488465,0.0372392,0.0005247968,0.00002859721,0.000006025202,0.07278134,0.000492011,0.00004450407,0.005062395,0.8827307,0.000254535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5079033,0.01470126,0.002296274,0.1013862,0.01647691,0.001102265,0.00001727337,0.000188441,0.355928],"genre_scores_gemma":[0.7771711,0.002535184,0.01377933,0.03131687,0.009431767,0.00002582405,0.00000878123,0.00004571415,0.1656854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5849673,"threshold_uncertainty_score":0.9994668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104064338","doi":"10.3917/sh.328.0004","title":"Un traumatisme rend-il plus fort ?","year":2020,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","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":"Geography","authors":[{"name":"Marc Olano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1252010577747653,"gpt":0.4105509473494037,"spread":0.2853498895746384,"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":[0.002411996,0.0004068291,0.0006714148,0.0002928127,0.001089688,0.0002475673,0.001652696,0.0003388343,0.0177686],"category_scores_gemma":[0.0001533118,0.0003632225,0.0003601691,0.002618945,0.003334552,0.0003321668,0.0001546168,0.000615096,0.003918983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004960626,"about_ca_system_score_gemma":0.0002153258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00014257,"about_ca_topic_score_gemma":0.00006858962,"domain_scores_codex":[0.9948303,0.0008630084,0.0007340087,0.001405847,0.0008048854,0.001361968],"domain_scores_gemma":[0.9981086,0.0003120709,0.0002522904,0.0006103084,0.000123602,0.0005931741],"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":[0.0003029744,0.0006026221,0.02193419,0.0002064404,0.0004933254,0.0005501072,0.02395315,0.000185012,0.0007873258,0.1637858,0.3872829,0.3999162],"study_design_scores_gemma":[0.002508802,0.001836604,0.02402996,0.0001252396,0.0001888604,0.000253607,0.004753263,0.003890692,0.00008227204,0.01824585,0.9432034,0.0008814606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1709398,0.02593634,0.001254863,0.1674462,0.005742239,0.0004898459,0.0001819854,0.000148211,0.6278605],"genre_scores_gemma":[0.9391953,0.0009697494,0.001859057,0.006747818,0.002377837,0.00006428623,0.0000203124,0.00004864582,0.04871701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7682555,"threshold_uncertainty_score":0.999882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096695517","doi":"10.3917/sh.328.0006","title":"La maladie, combat intime","year":2020,"lang":"en","type":"article","venue":"Sciences Humaines","topic":"Health, Medicine and Society","field":"Health Professions","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":"Medicine","authors":[{"name":"Justine Canonne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1237247853855295,"gpt":0.4522022123446786,"spread":0.3284774269591491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001972092,0.00009165798,0.0001953099,0.00003210437,0.001647087,0.0000118748,0.0003128148,0.000190605,0.001489255],"category_scores_gemma":[0.0007752258,0.00006438701,0.00004372146,0.0005154621,0.0005518773,0.000134911,0.00009821796,0.0007338182,0.0004782846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002509115,"about_ca_system_score_gemma":0.0005579367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009301,"about_ca_topic_score_gemma":0.00004474702,"domain_scores_codex":[0.9981583,0.0005363845,0.0002944138,0.0002621142,0.0002973062,0.0004515309],"domain_scores_gemma":[0.998715,0.0007448159,0.00008738659,0.0001177044,0.00006609387,0.0002689704],"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":[0.0000233984,0.00006879721,0.2340607,0.0009286706,0.00002089887,0.00002981802,0.2002721,0.00001315605,0.0006951666,0.08647642,0.4658656,0.01154525],"study_design_scores_gemma":[0.0006730698,0.0002908423,0.05244294,0.0001650836,0.00001041262,0.000001870459,0.04957633,0.000981381,0.00001333626,0.001762059,0.8938898,0.0001928926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7198979,0.0001818649,0.0001316388,0.03218655,0.0006144601,0.0003318799,0.000006754548,0.0001705015,0.2464784],"genre_scores_gemma":[0.958711,0.00007799396,0.0006899678,0.03842889,0.0007612724,0.00001941672,0.000002633926,0.000007987941,0.001300844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4280242,"threshold_uncertainty_score":0.9996526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320507587","doi":"10.3917/sh.hs13.0121","title":"Que reste-t-il de nos amours ?","year":2022,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre de Santé et de Services Sociaux de la Vieille-Capitale","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Michel Billié","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06700945845023898,"gpt":0.4154526503639368,"spread":0.3484431919136978,"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":[0.008550511,0.0003071779,0.0004376884,0.0006969575,0.003326018,0.0001919928,0.002045658,0.000175361,0.0252727],"category_scores_gemma":[0.0001370896,0.0003088053,0.0003062832,0.002798679,0.003301725,0.0001906583,0.0003826201,0.001021529,0.0009588919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971145,"about_ca_system_score_gemma":0.0005731353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009994963,"about_ca_topic_score_gemma":0.0003377609,"domain_scores_codex":[0.9925798,0.003088446,0.0005368372,0.001178468,0.0009481786,0.001668245],"domain_scores_gemma":[0.9979781,0.0005240962,0.0002412319,0.0008266777,0.00009850806,0.0003314157],"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":[0.0002485408,0.001587729,0.1813229,0.00005892398,0.0002171488,0.000726511,0.01019215,0.001252831,0.001545939,0.1465786,0.6117588,0.04451005],"study_design_scores_gemma":[0.0009439497,0.001223953,0.03659024,0.00003085503,0.00007742674,0.000655671,0.009676704,0.0005901537,0.0000201399,0.02455955,0.925146,0.0004853524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3925273,0.01773263,0.0001580655,0.05290968,0.009462039,0.0003662984,0.0002098428,0.00007966263,0.5265545],"genre_scores_gemma":[0.7611992,0.0003245217,0.0004678147,0.002751123,0.001076035,0.0002185069,0.00001353077,0.00003405409,0.2339153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3686719,"threshold_uncertainty_score":0.9999364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186988190","doi":"10.3917/sh.338.0015","title":"Abraham Maslow. De quoi avons-nous vraiment besoin ?","year":2021,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Social Policies and Family","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":"World Federation of Science Journalists","funders":"","keywords":"Maslow's hierarchy of needs; Psychology; Psychotherapist","authors":[{"name":"Marc Olano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04251425484235379,"gpt":0.3406831951394804,"spread":0.2981689402971266,"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":[0.001849514,0.0002825276,0.0003640659,0.00009501246,0.004530109,0.00051715,0.0008116752,0.0002483593,0.002032869],"category_scores_gemma":[0.0004890836,0.000287108,0.0002686752,0.002166834,0.005999559,0.0004419952,0.0002379879,0.0002447463,0.0004894023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000350148,"about_ca_system_score_gemma":0.001884543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01365758,"about_ca_topic_score_gemma":0.006887937,"domain_scores_codex":[0.9959521,0.0005224563,0.0004092114,0.000648164,0.000993487,0.00147464],"domain_scores_gemma":[0.9985408,0.0003927227,0.0001687694,0.0002835233,0.0002108307,0.0004033114],"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":[0.000005947178,0.0004151626,0.009343262,0.00006177499,0.00006071792,0.0001326008,0.06475273,0.0001943971,0.001200484,0.7849985,0.09705553,0.04177893],"study_design_scores_gemma":[0.0003318288,0.0002094189,0.009651854,0.0001629428,0.00007388718,0.00002955367,0.09774695,0.0003508352,0.0005513939,0.1181047,0.7721349,0.0006517186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3989724,0.04877479,0.0001324608,0.1218103,0.009363724,0.0003158445,0.00005751888,0.0001658399,0.4204071],"genre_scores_gemma":[0.8490389,0.007650924,0.003545824,0.01449405,0.00537673,0.00003322199,0.000007469407,0.00003787802,0.119815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6750793,"threshold_uncertainty_score":0.9999581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1648700204","doi":"10.3917/sh.266.0024","title":"Développement personnel : pourquoi un tel succès ?","year":2015,"lang":"fr","type":"article","venue":"Sciences Humaines","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":"Hôpital du Saint-Sacrement","funders":"","keywords":"Business; Political science","authors":[{"name":"Nicolas Marquis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1225256924939783,"gpt":0.359580457205956,"spread":0.2370547647119777,"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":[0.004250829,0.0003417221,0.0003643048,0.0001062381,0.003295845,0.0005350325,0.001703401,0.0002062108,0.001319087],"category_scores_gemma":[0.000867305,0.0003024582,0.0001924049,0.003041124,0.007517178,0.001252803,0.0002490315,0.0002173896,0.0008030078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000347246,"about_ca_system_score_gemma":0.00184334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02888187,"about_ca_topic_score_gemma":0.01033229,"domain_scores_codex":[0.9945006,0.0003722192,0.0004436175,0.0008634918,0.002343559,0.001476525],"domain_scores_gemma":[0.9980537,0.0002440401,0.0003589977,0.0002567382,0.0003193968,0.0007671804],"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":[0.00001474562,0.0003166756,0.09021473,0.00002567919,0.00003454984,0.00003799943,0.1540189,0.0002039079,0.00004266439,0.5155733,0.1867744,0.0527424],"study_design_scores_gemma":[0.0005993802,0.0003885533,0.01128839,0.00009762507,0.00004424703,0.00001091243,0.2151432,0.0006715179,0.00007396375,0.08715475,0.6837223,0.0008051373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5388311,0.01945437,0.000264488,0.2264321,0.01285391,0.0004387361,0.00003042096,0.0001425175,0.2015525],"genre_scores_gemma":[0.9108998,0.001222841,0.00465001,0.001567972,0.003133388,0.00002384447,0.000001800422,0.00001823431,0.07848217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4969479,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285337367","doi":"10.3917/sh.hs10.0094","title":"Art-thérapie, pourquoi créer fait du bien","year":2021,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","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":"Philosophy; Humanities","authors":[{"name":"Marc Olano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05445835060221582,"gpt":0.3855218103461587,"spread":0.3310634597439429,"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":[0.003472263,0.0004356256,0.0006449786,0.0005620869,0.001331298,0.0004739514,0.001312262,0.0004165956,0.04980088],"category_scores_gemma":[0.0003786,0.0003987475,0.0004591217,0.003512707,0.003901205,0.0003875911,0.0002545467,0.0006165004,0.0114081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004992963,"about_ca_system_score_gemma":0.0004053351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005805238,"about_ca_topic_score_gemma":0.000235031,"domain_scores_codex":[0.9937832,0.00137005,0.0007072141,0.001661047,0.0008826941,0.001595754],"domain_scores_gemma":[0.9972352,0.0005722833,0.0002273522,0.001081965,0.0004693709,0.0004137795],"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":[0.00005386574,0.001259521,0.07639731,0.00005614668,0.0002917919,0.001063646,0.002108971,0.00003893767,0.001751993,0.07910903,0.7968923,0.04097644],"study_design_scores_gemma":[0.001063986,0.0003021016,0.03775591,0.00009547931,0.0001031622,0.0007412109,0.001934888,0.0002457159,0.00009899705,0.01586951,0.941277,0.0005120498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1094126,0.03355342,0.0003776085,0.1234853,0.009578665,0.0002084401,0.00008268203,0.00007448024,0.7232268],"genre_scores_gemma":[0.1890744,0.00245569,0.001987714,0.005587868,0.003214461,0.00006114566,0.00004307776,0.00005316284,0.7975225],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1443846,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234138523","doi":"10.3917/sh.310.0053","title":"Sélection du mois","year":2019,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"North African History and Literature","field":"Arts and Humanities","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":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01811824253608973,"gpt":0.2190942326301806,"spread":0.2009759900940909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003572943,0.000164185,0.0001602293,0.0001490072,0.002026419,0.0004605864,0.0002659321,0.00006730937,0.008889097],"category_scores_gemma":[0.00002023105,0.0001392465,0.0001006073,0.0001900026,0.001617734,0.0007463159,0.00003478788,0.0001542561,0.001065811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000578426,"about_ca_system_score_gemma":0.00007499505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004667329,"about_ca_topic_score_gemma":0.0006251894,"domain_scores_codex":[0.9987925,0.00007313085,0.000183477,0.0003510373,0.0002531793,0.0003466168],"domain_scores_gemma":[0.9995099,0.00006079298,0.00009554467,0.0001612265,0.00009995329,0.00007262477],"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":[0.00000922769,0.00005715043,0.003990567,0.00007777742,0.00001063186,0.000005259134,0.0204454,0.00005229516,0.00008107404,0.929516,0.04349836,0.002256272],"study_design_scores_gemma":[0.0001175669,0.0002736457,0.0005220405,0.00007414292,0.00001459366,0.00001186823,0.002464443,0.000170321,0.00001640364,0.003946296,0.9921798,0.0002089045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3385029,0.01121757,0.000006573577,0.003215066,0.01452714,0.0001752764,0.00004385526,0.00006243917,0.6322492],"genre_scores_gemma":[0.5667783,0.0000716638,0.00005295435,0.0004247253,0.002348153,0.000004433449,0.000004327056,0.000007463436,0.430308],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9486814,"threshold_uncertainty_score":0.999712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1724520485","doi":"10.3917/sh.266.0021","title":"Peut-on vivre sans Dieu ?","year":2015,"lang":"fr","type":"article","venue":"Sciences Humaines","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":"Canadian Historical Association","funders":"","keywords":"Philosophy","authors":[{"name":"Michael C. Behrent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3779528709985423,"gpt":0.475131566653287,"spread":0.09717869565474468,"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":[0.001859839,0.0003128852,0.0002803786,0.0001438959,0.002324774,0.0004468809,0.0008983656,0.0001988733,0.0009979041],"category_scores_gemma":[0.0007519652,0.0002532555,0.0001412293,0.0008320014,0.008429173,0.0009188789,0.0000995528,0.0001896727,0.001029387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000661401,"about_ca_system_score_gemma":0.001631256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007764317,"about_ca_topic_score_gemma":0.009579059,"domain_scores_codex":[0.9959769,0.0004749663,0.0004100115,0.0006655371,0.001418316,0.001054257],"domain_scores_gemma":[0.9982514,0.0002203068,0.0002024725,0.000305889,0.0004441908,0.0005757704],"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":[0.000007396985,0.0001775538,0.008761776,0.00002432704,0.00002111246,0.000007928455,0.1415512,0.0004158698,0.00007833616,0.6763327,0.1711191,0.001502774],"study_design_scores_gemma":[0.0003045544,0.0002760854,0.003624019,0.00007525751,0.00003183954,0.000005878051,0.101107,0.0009019425,0.0001292887,0.007333205,0.8857493,0.0004615431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4562196,0.003644432,0.00004356265,0.09989064,0.01243469,0.000476709,0.00006074699,0.0001789785,0.4270507],"genre_scores_gemma":[0.7411718,0.0002684703,0.0009609552,0.01141572,0.003615747,0.00001688383,0.00001019287,0.00002144102,0.2425188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7146302,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135817716","doi":"10.3917/sh.332.0010","title":"L'Europe de Maastricht au Brexit","year":2021,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"European Socioeconomic and Political Studies","field":"Economics, Econometrics and Finance","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":"Brexit; Political science; Economics; European union; International trade","authors":[{"name":"Chloé Rébillard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06383550092639041,"gpt":0.2647980131791975,"spread":0.2009625122528071,"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":[0.0009949686,0.000206147,0.0004036449,0.00009091605,0.0009201858,0.0002737291,0.0004298809,0.00009022307,0.002659421],"category_scores_gemma":[0.0005417294,0.0002496293,0.0001652454,0.0005631918,0.002004717,0.0002926226,0.0002925702,0.0001875055,0.004428378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000396453,"about_ca_system_score_gemma":0.0004648618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005344462,"about_ca_topic_score_gemma":0.0001345265,"domain_scores_codex":[0.9977424,0.00007290164,0.0005549786,0.0006310313,0.00005085868,0.0009477938],"domain_scores_gemma":[0.9991169,0.0001830889,0.0001981676,0.0002439481,0.00007415201,0.0001837658],"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":[0.000001294872,0.00007315016,0.1286854,0.00005748718,0.0000413486,0.00004464977,0.001057647,0.0001255347,0.000003791286,0.8629765,0.005267625,0.001665625],"study_design_scores_gemma":[0.0003093436,0.00009848264,0.0509676,0.00007637703,0.00001775684,0.00004442883,0.0008483446,0.0001950242,0.00006877901,0.1152324,0.8317552,0.0003862709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2554466,0.07208831,0.0009206778,0.02931132,0.004688283,0.00007775457,0.0002396831,0.00003657235,0.6371908],"genre_scores_gemma":[0.6371588,0.008713034,0.004422836,0.005133844,0.002565899,0.000008547056,0.00001010524,0.00004446064,0.3419425],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8264875,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995571219","doi":"10.3917/sh.317.0010","title":"Des psychologues au chevet des malades","year":2019,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","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":"Sociology","authors":[{"name":"Anne-Claire Thérizols","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1076651244615438,"gpt":0.4342753578187133,"spread":0.3266102333571695,"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":[0.005478975,0.0005780337,0.0007657119,0.0007960494,0.00172698,0.0003636702,0.001979159,0.000530035,0.02347347],"category_scores_gemma":[0.0001554969,0.0004963764,0.0004376411,0.002760679,0.01495609,0.0006991277,0.0001954548,0.0006479695,0.01453774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710491,"about_ca_system_score_gemma":0.0002510853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007719246,"about_ca_topic_score_gemma":0.0007300535,"domain_scores_codex":[0.992995,0.001380442,0.0007646755,0.001758774,0.0007394283,0.002361696],"domain_scores_gemma":[0.9972788,0.0005609512,0.0002807131,0.001168862,0.0002794823,0.0004312104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001588585,0.0008847525,0.8443769,0.0002319462,0.0002589729,0.00006508364,0.009991365,0.00003775815,0.002726012,0.02346959,0.02371056,0.09408825],"study_design_scores_gemma":[0.001721841,0.001967245,0.7063271,0.0004933514,0.0001233084,0.0005029312,0.008430647,0.000133471,0.0001341854,0.07743207,0.2017443,0.0009894904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5590541,0.01694211,0.00009861884,0.002632201,0.004890943,0.0002978716,0.00003934173,0.00006526774,0.4159795],"genre_scores_gemma":[0.7816458,0.001265939,0.001837494,0.0006531057,0.001064011,0.00005071403,0.00001285236,0.00004469432,0.2134254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2225917,"threshold_uncertainty_score":0.9997488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7128729295","doi":"10.3917/sh.174.0015q","title":"La Population chinoise. Mythes et réalités - James Z. Lee et Wang Feng, Presses de l’université de Montréal, 2006, 288 p., 31 €.","year":2006,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Population; Field (mathematics); Subject (documents)","authors":[{"name":"Laurent Testot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02389711995149182,"gpt":0.2824771318750759,"spread":0.2585800119235842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002979419,0.0003406857,0.0003284957,0.000294489,0.002482043,0.0005736693,0.0008197632,0.0002783239,0.000636199],"category_scores_gemma":[0.0001201109,0.0003048413,0.0002103509,0.00117095,0.00213677,0.001209259,0.0001985483,0.000253724,0.00004064239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179924,"about_ca_system_score_gemma":0.0003517495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1558332,"about_ca_topic_score_gemma":0.1512094,"domain_scores_codex":[0.996076,0.001189953,0.0003803829,0.0006403939,0.0007818715,0.0009314403],"domain_scores_gemma":[0.9986899,0.0004961315,0.0002961576,0.0002344105,0.00008137962,0.0002019723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002947364,0.0003610924,0.5027121,0.0001092159,0.00008202915,0.0000433417,0.04511046,0.003701826,0.0002271482,0.2364825,0.1715389,0.03960184],"study_design_scores_gemma":[0.0003108757,0.0001182092,0.5604499,0.0001663317,0.0001032645,0.00002436847,0.0114062,0.0006269669,0.00006508701,0.1036951,0.3225109,0.000522843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7627157,0.05080754,0.0001571963,0.02763215,0.0007548374,0.0001995838,0.00009178663,0.000234086,0.1574071],"genre_scores_gemma":[0.9663764,0.0106116,0.001542099,0.0004517024,0.0003523465,0.00001261916,0.0000347694,0.00001687962,0.02060159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2036607,"threshold_uncertainty_score":0.9999404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7128675710","doi":"10.3917/sh.369.0080k","title":"Derrière le mythe métis. Enquête sur les couples mixtes et leurs descendants en France , Solène Brun, La Découverte, 2024, 336 p., 22 €","year":2024,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Subject (documents); Identity (music); Context (archaeology); Mythology","authors":[{"name":"Chloé Rébillard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06783602546095041,"gpt":0.3775001569638993,"spread":0.3096641315029489,"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":[0.00463975,0.0005822716,0.000733611,0.0003080788,0.004509869,0.0005810601,0.00107552,0.0006298838,0.001369628],"category_scores_gemma":[0.001013197,0.0005059803,0.0002882408,0.001197003,0.003319157,0.001207583,0.0004059827,0.001327933,0.0003961399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407906,"about_ca_system_score_gemma":0.002395537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01630753,"about_ca_topic_score_gemma":0.01719512,"domain_scores_codex":[0.9935228,0.001987256,0.000820612,0.00112731,0.0009448603,0.001597189],"domain_scores_gemma":[0.9952009,0.003467831,0.0002599342,0.0004089382,0.0003453694,0.000317002],"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":[0.00003135525,0.0004326153,0.1058786,0.005177869,0.0002866529,0.0002645056,0.2476478,0.0002235892,0.001024146,0.1863322,0.3670326,0.08566815],"study_design_scores_gemma":[0.0006703885,0.000233888,0.0220106,0.007045761,0.0001651302,0.0000314374,0.1678487,0.004499153,0.0002364038,0.02579538,0.7702613,0.00120185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5671788,0.3399095,0.001608885,0.04475513,0.01893215,0.001166422,0.000354776,0.0006861298,0.02540819],"genre_scores_gemma":[0.8364785,0.02461974,0.0009808249,0.002575881,0.001984278,0.00009235837,0.00002106069,0.0001004385,0.133147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4032287,"threshold_uncertainty_score":0.9997392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7128699707","doi":"10.3917/sh.283.0049k","title":"Ce cauchemar qui n'en finit pas - Ce cauchemar qui n’en finit pas. Comment le néolibéralisme défait la démocratie, Pierre Dardot et Christian Laval La Découverte, 2016, 248p., 13,50 €.","year":2016,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); Relation (database); Subject (documents); Interpretation (philosophy)","authors":[{"name":"Chloé Rébillard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03040664941095468,"gpt":0.3015298879120143,"spread":0.2711232385010596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.007682029,0.0009600265,0.001105665,0.0002063573,0.003875881,0.001084698,0.003527312,0.0007759773,0.00247088],"category_scores_gemma":[0.001860391,0.0007389641,0.0005098429,0.002288883,0.01050035,0.002708951,0.0008392403,0.0006753298,0.0004053834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005921791,"about_ca_system_score_gemma":0.004472278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1058555,"about_ca_topic_score_gemma":0.09261227,"domain_scores_codex":[0.9889659,0.002456116,0.001205277,0.001901746,0.003055399,0.002415597],"domain_scores_gemma":[0.9932978,0.003624711,0.001035011,0.0008054139,0.0003533659,0.0008836649],"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":[0.00006199926,0.0006321549,0.01668181,0.0001378409,0.000113109,0.00008650008,0.05600324,0.00006996812,0.0005047392,0.2811735,0.6295457,0.01498943],"study_design_scores_gemma":[0.001143145,0.0004101021,0.01262924,0.0007453215,0.00008799635,0.0000219795,0.04425634,0.0001552549,0.0003009062,0.02746654,0.9113657,0.001417423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.197241,0.01069396,0.0005355743,0.5352893,0.009181706,0.001484952,0.001275511,0.0004432359,0.2438548],"genre_scores_gemma":[0.909585,0.007946853,0.001367273,0.005969445,0.002903639,0.0001428779,0.00002125036,0.00008246945,0.07198118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7123441,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155037610","doi":"10.3917/sh.104.0053g","title":"Mots de passe pour mieux enseigner -  Clermont Gauthier, Jean-François Desbiens et Stéphane Martineau, Presses de l’université de Laval, 1999, 150 p.","year":2000,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"French Language Learning Methods","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":"Context (archaeology); Theme (computing); Feature (linguistics); Subject (documents)","authors":[{"name":"Martine Fournier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02496993742189801,"gpt":0.3024993133785829,"spread":0.2775293759566849,"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":[0.007344638,0.0005029603,0.0005008187,0.00025702,0.002997851,0.0004461427,0.001629913,0.000436504,0.02139126],"category_scores_gemma":[0.002193404,0.0004952677,0.0002789233,0.001667472,0.003990379,0.0008676303,0.0002474218,0.0005571109,0.0004105412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006922849,"about_ca_system_score_gemma":0.001353531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04347903,"about_ca_topic_score_gemma":0.02070595,"domain_scores_codex":[0.9918803,0.003239946,0.000504423,0.0009697399,0.001123016,0.002282583],"domain_scores_gemma":[0.9965511,0.001697395,0.0003154817,0.0004949801,0.0001721784,0.0007688773],"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":[0.0001586889,0.0008187966,0.04448057,0.0002490611,0.0001592432,0.001040237,0.180774,0.01429269,0.03876223,0.004683076,0.3454898,0.3690916],"study_design_scores_gemma":[0.001146495,0.0005586739,0.04544413,0.0004148448,0.0002446644,0.0001879032,0.01086446,0.0119321,0.006733391,0.01012806,0.9110309,0.001314337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8645195,0.04812422,0.001227393,0.02699861,0.0007909414,0.0003899041,0.00006126435,0.0003002882,0.05758787],"genre_scores_gemma":[0.2993423,0.0220462,0.09991147,0.00392925,0.00183269,0.00004656714,0.00002212589,0.0001095693,0.5727599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5655411,"threshold_uncertainty_score":0.9997499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135709065","doi":"10.3917/sh.325.0009","title":"Mon enfant, ma bataille","year":2020,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","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":"Paulina Jonquères d'Oriola","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.101968506668833,"gpt":0.4214634328923813,"spread":0.3194949262235482,"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":[0.0019916,0.0003474721,0.0005188864,0.0002694787,0.0009416862,0.0002312361,0.001511559,0.0002947083,0.02235547],"category_scores_gemma":[0.0001751025,0.0003076558,0.0002895941,0.002418268,0.003254041,0.0002960053,0.000189513,0.0005428804,0.007636049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002581346,"about_ca_system_score_gemma":0.0001300787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002164453,"about_ca_topic_score_gemma":0.00006893554,"domain_scores_codex":[0.995364,0.0008699283,0.0005536161,0.00133435,0.0006558102,0.001222282],"domain_scores_gemma":[0.9982948,0.0003068042,0.0001854409,0.0005648554,0.0001161228,0.0005319896],"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":[0.0002402239,0.000597926,0.09329361,0.0001413118,0.0002673357,0.0004040914,0.01017152,0.00009661823,0.00289899,0.05180813,0.7169609,0.1231193],"study_design_scores_gemma":[0.0008611626,0.001025758,0.01047174,0.00005195383,0.00007164917,0.00007856328,0.002608006,0.001483133,0.0000651405,0.003755907,0.9790678,0.0004591714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1191955,0.0329812,0.0003912339,0.1435116,0.004961422,0.0003173104,0.00009993563,0.00009788891,0.6984439],"genre_scores_gemma":[0.884445,0.0009726295,0.0008464335,0.007239169,0.002995234,0.0000399454,0.00001556105,0.00004009446,0.1034059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7652496,"threshold_uncertainty_score":0.9999375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386334393","doi":"10.3917/sh.hs14.0050","title":"Stress, fléau des temps modernes","year":2023,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","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":"Environmental science","authors":[{"name":"Aristide Fruguière","is_ca":true},{"name":"Virginie Poussin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1324208039424547,"gpt":0.4406819392864307,"spread":0.308261135343976,"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":[0.003942132,0.0003787078,0.0004944589,0.0009368524,0.00196951,0.0003284321,0.001486977,0.0003306183,0.005649538],"category_scores_gemma":[0.0001712076,0.000331267,0.0002896462,0.004869374,0.007775894,0.0003919567,0.0002155338,0.0004205361,0.009720317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000460493,"about_ca_system_score_gemma":0.0001538006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004916455,"about_ca_topic_score_gemma":0.0006784319,"domain_scores_codex":[0.9947177,0.0009258748,0.0005564056,0.001261282,0.000766225,0.001772528],"domain_scores_gemma":[0.9980109,0.0005375658,0.0001632938,0.0007840457,0.0001914692,0.0003127697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001010098,0.0008595096,0.3691087,0.0003132851,0.0003741648,0.0004946328,0.01321686,0.0009590965,0.001157407,0.07522306,0.270785,0.2674072],"study_design_scores_gemma":[0.001695163,0.001049087,0.2837001,0.000591805,0.0001840416,0.0002178206,0.01633514,0.007462109,0.0001705815,0.1957965,0.4914553,0.00134238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5477191,0.02202197,0.0001712262,0.0112676,0.006115597,0.0002873864,0.0001737442,0.0002602367,0.4119831],"genre_scores_gemma":[0.6993468,0.003290141,0.0003592272,0.0003207013,0.001383215,0.00007931879,0.00003049202,0.00004149189,0.2951486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2660649,"threshold_uncertainty_score":0.9999139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3183256364","doi":"10.3917/sh.335.0005","title":"Qui sont les rééducateurs ?","year":2021,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Education, sociology, and vocational training","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":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Marc Olano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4054509260049342,"gpt":0.5082485995504399,"spread":0.1027976735455057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004856404,0.0001774981,0.0002134717,0.00008288843,0.003633901,0.0002212624,0.0005271535,0.0001754647,0.002025701],"category_scores_gemma":[0.001890035,0.0001790652,0.0001326443,0.001258111,0.01065239,0.0004897987,0.00006362086,0.0001943286,0.0002178119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153671,"about_ca_system_score_gemma":0.002119678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464045,"about_ca_topic_score_gemma":0.002060668,"domain_scores_codex":[0.9968492,0.001010679,0.0003095469,0.00056074,0.0005148021,0.0007550384],"domain_scores_gemma":[0.9978177,0.001276346,0.0001534213,0.0001764343,0.000385328,0.0001907975],"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":[4.560818e-7,0.0001439055,0.03451888,0.00002913396,0.00001917627,0.000002805368,0.04990422,0.00002500023,0.00008398971,0.8936703,0.008711809,0.01289033],"study_design_scores_gemma":[0.00009187555,0.00004755698,0.007409069,0.00008860907,0.00002647722,0.000010751,0.6250022,0.00003917608,0.00006997785,0.0655598,0.3013935,0.0002610271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5354615,0.02593719,0.0001364816,0.1943913,0.02340252,0.0001347307,0.00001647966,0.00008262885,0.2204371],"genre_scores_gemma":[0.9317635,0.004146653,0.005770606,0.001351149,0.008751967,0.00002321008,0.0000160187,0.00001321721,0.04816365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8281105,"threshold_uncertainty_score":0.9988866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386532148","doi":"10.3917/sh.hs15.0064","title":"Kierkegaard","year":2023,"lang":"sl","type":"article","venue":"Sciences Humaines","topic":"Kierkegaardian Philosophy and Influence","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":"Université du Québec à Montréal","funders":"","keywords":"Philosophy","authors":[{"name":"Stéphane Vial","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08623695013065967,"gpt":0.2914926291600106,"spread":0.2052556790293509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001174868,0.0003612924,0.0003654597,0.000580254,0.004316483,0.001306206,0.001040264,0.0001052127,0.003071916],"category_scores_gemma":[0.0001607517,0.0003037164,0.0002396358,0.00108163,0.004984973,0.001100955,0.000251083,0.0002390734,0.007438952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003288954,"about_ca_system_score_gemma":0.0002050257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009264617,"about_ca_topic_score_gemma":0.0000517222,"domain_scores_codex":[0.9969041,0.0001152835,0.0004897394,0.0007403101,0.0007520385,0.0009985532],"domain_scores_gemma":[0.9988416,0.0002097576,0.0001716756,0.0004233116,0.0001604766,0.0001931793],"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":[0.000009154468,0.00003554864,0.0006092123,0.00008133684,0.00003366485,0.0000384151,0.009887274,0.00007894729,0.00009416288,0.9326873,0.0507758,0.005669168],"study_design_scores_gemma":[0.0003301876,0.0004304129,0.002374571,0.0002393275,0.00004905141,0.000008979163,0.02730944,0.0007898191,0.0001117547,0.1566528,0.8109053,0.0007983524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1857144,0.001201289,0.000002065625,0.006390786,0.004804133,0.0002575967,0.0001698045,0.0004922001,0.8009678],"genre_scores_gemma":[0.9414997,0.0003950595,0.00003676742,0.001309254,0.003579954,0.00002435221,0.00001471736,0.00002843141,0.0531118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7760345,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186324836","doi":"10.3917/sh.335.0006","title":"Des approches divergentes qui font débat","year":2021,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"French Urban and Social Studies","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":"World Federation of Science Journalists","funders":"","keywords":"Font; Art; Visual arts","authors":[{"name":"Marc Olano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0771596439505367,"gpt":0.2964877629533355,"spread":0.2193281190027988,"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":[0.001086839,0.0002844986,0.0003863578,0.00007186783,0.006378129,0.0004116189,0.0006472279,0.0001583043,0.002025423],"category_scores_gemma":[0.0009473666,0.0002639034,0.0002617786,0.001990984,0.01571498,0.0006784966,0.000341035,0.0001600603,0.0002881485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003063614,"about_ca_system_score_gemma":0.0005642243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005635558,"about_ca_topic_score_gemma":0.02115861,"domain_scores_codex":[0.9966745,0.0003768578,0.0003424978,0.0006658918,0.0009093245,0.00103089],"domain_scores_gemma":[0.9987146,0.0003366227,0.0001388308,0.0001774151,0.0003858291,0.0002466541],"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":[0.000003156808,0.0002670865,0.02124742,0.000113222,0.00009321154,0.00004456941,0.07982973,0.00002967844,0.0001820749,0.8371524,0.0367605,0.02427699],"study_design_scores_gemma":[0.000242931,0.0001603422,0.009161331,0.0002346924,0.00008623259,0.000006889835,0.1197612,0.00008902681,0.0005182662,0.2731368,0.5959635,0.000638738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1945487,0.3013104,0.0002038335,0.009870674,0.009207402,0.0001936852,0.00002924061,0.0001255727,0.4845105],"genre_scores_gemma":[0.811541,0.02348586,0.00337274,0.0007553431,0.003105202,0.00003105854,0.000005288287,0.00001966393,0.1576839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6169923,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320910917","doi":"10.3917/sh.hs25.0026","title":"« La déviance, un métier qui s'apprend »","year":2020,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Crime, Deviance, and Social Control","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":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Howard S. Becker","is_ca":true},{"name":"Sylvain Allemand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05302380975652742,"gpt":0.3319730510383925,"spread":0.2789492412818651,"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":[0.001857403,0.0003449796,0.0005092412,0.00008151064,0.003015147,0.0005268407,0.001261322,0.0003138825,0.002158675],"category_scores_gemma":[0.0005776664,0.0003337568,0.0002934175,0.00238126,0.008227942,0.0009486471,0.0001493307,0.0003929657,0.0007729619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009619395,"about_ca_system_score_gemma":0.0006579441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009496222,"about_ca_topic_score_gemma":0.000886129,"domain_scores_codex":[0.9956872,0.0008542346,0.0004683791,0.0008345329,0.001083618,0.001072032],"domain_scores_gemma":[0.9983954,0.0004571488,0.000237122,0.0002034558,0.0001603373,0.0005465655],"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":[0.00003072184,0.000159511,0.00800297,0.0001058116,0.00006826901,0.00005814033,0.1156034,0.00006330353,0.0002370025,0.6865357,0.02277288,0.1663623],"study_design_scores_gemma":[0.0005089318,0.0002070852,0.001244789,0.00008036547,0.00007221309,0.000003095024,0.03795629,0.0005239488,0.00005306949,0.0244488,0.9343482,0.0005531687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1351054,0.02870438,0.0004804529,0.07699559,0.006075923,0.0005609163,0.00006870388,0.0002725579,0.7517361],"genre_scores_gemma":[0.9755869,0.001615434,0.0006105025,0.004027214,0.004020702,0.00002151457,0.000002735032,0.00002274557,0.01409225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9115754,"threshold_uncertainty_score":0.9999114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966723771","doi":"10.3917/sh.306.0018","title":"Le trouble de l'attention","year":2018,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hyperion Technologies (Canada)","funders":"","keywords":"Psychology","authors":[{"name":"Gabriel Wahl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05475321651740825,"gpt":0.3113407836934291,"spread":0.2565875671760208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0003411957,0.0001587475,0.0001368556,0.00008322186,0.001747719,0.0002370628,0.0004741532,0.00007469526,0.0005205663],"category_scores_gemma":[0.0002185728,0.0001327233,0.00008849198,0.0007048124,0.00411381,0.0004710165,0.0001151208,0.00008944033,0.0008127681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002231555,"about_ca_system_score_gemma":0.0001855252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002758842,"about_ca_topic_score_gemma":0.0001472952,"domain_scores_codex":[0.99806,0.0001862005,0.0001769206,0.0006090224,0.0002981654,0.000669707],"domain_scores_gemma":[0.9994654,0.00009994493,0.0000851921,0.0001805296,0.00004338526,0.0001255398],"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":[0.00004785189,0.001220697,0.03158898,0.00003214445,0.000009688742,0.0001100663,0.0003922391,0.0000328383,0.09498398,0.8498225,0.007320059,0.01443892],"study_design_scores_gemma":[0.002959439,0.008459567,0.09264664,0.000145852,0.00008917299,0.0002142687,0.0006971766,0.007487968,0.07057497,0.6440843,0.1715637,0.001076983],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8424259,0.0006498551,0.0004062986,0.01489243,0.002321254,0.0001761604,0.00001098108,0.00007211061,0.139045],"genre_scores_gemma":[0.9772674,0.0001262885,0.0004383188,0.002753286,0.0003083248,0.0000110852,5.792833e-7,0.000008367781,0.01908638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2057382,"threshold_uncertainty_score":0.9999652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1525490576","doi":"10.3917/sh.138.0026","title":"À l'heure des antidépresseurs","year":2003,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Art; Humanities","authors":[{"name":"David Healy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.143739233011313,"gpt":0.4580536789993458,"spread":0.3143144459880329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.007504165,0.0002631276,0.000400531,0.0001130738,0.005710438,0.00005243665,0.0004551428,0.0007242202,0.003733326],"category_scores_gemma":[0.003619084,0.0002112877,0.0001254943,0.001286242,0.004211701,0.0004953898,0.00006792541,0.001468284,0.000667864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135585,"about_ca_system_score_gemma":0.002510326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006421584,"about_ca_topic_score_gemma":0.0005234494,"domain_scores_codex":[0.9940657,0.002574208,0.0006207974,0.0005785256,0.0006031014,0.00155765],"domain_scores_gemma":[0.997268,0.001386113,0.0002073334,0.0003603557,0.0002652738,0.0005129843],"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":[0.000007051395,0.0002812931,0.1149136,0.002348182,0.00003118792,0.00004190718,0.1008637,0.00003975466,0.0002287137,0.4783649,0.2857725,0.01710725],"study_design_scores_gemma":[0.0006069501,0.0003506359,0.01544403,0.001177205,0.00003917073,0.00002224406,0.07753935,0.000132292,0.00006997031,0.03212145,0.8721626,0.0003340506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6519032,0.03576712,0.0005293415,0.02780669,0.01129003,0.0007366216,0.0000259088,0.0001265734,0.2718146],"genre_scores_gemma":[0.8651789,0.008853581,0.01227553,0.01651764,0.002053042,0.00003918408,0.000004322414,0.00004495022,0.09503284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5863902,"threshold_uncertainty_score":0.9984983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}