{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"644a9f40206e","filters":{"venue":"Lavoisier eBooks"}},"results":[{"id":"W1719378685","doi":"10.3917/lav.boule.2014.01.0290","title":"Les troubles anxieux","year":2014,"lang":"fr","type":"book-chapter","venue":"Lavoisier eBooks","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; University of Ottawa; Montfort Hospital","funders":"","keywords":"Psychology","authors":[{"name":"Jean-Philippe Daoust","is_ca":true},{"name":"Martine F. Flament","is_ca":true},{"name":"Ann Marie Churchill","is_ca":true},{"name":"Natasha Hudek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04886764362589818,"gpt":0.2866021658170658,"spread":0.2377345221911676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005942584,0.001143697,0.0004872197,0.0007374518,0.002257495,0.002585783,0.0005682687,0.003621441,0.04988702],"category_scores_gemma":[0.002200824,0.000326241,0.0004873191,0.0004453748,0.002091873,0.001860191,0.001359554,0.006527946,0.008954912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002613567,"about_ca_system_score_gemma":0.001510146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01334017,"about_ca_topic_score_gemma":0.01604848,"domain_scores_codex":[0.9994841,0.0002320061,0.000009433849,0.00004495645,0.0001269931,0.0001025336],"domain_scores_gemma":[0.9996603,0.0002308348,0.00001977566,0.0000112478,0.00003782756,0.00004009013],"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":[0.00006752418,0.0000686721,0.0002941878,0.0002063092,0.00001222062,0.001448462,0.002617162,0.0002313101,0.0003169206,0.2052549,0.6317888,0.1576935],"study_design_scores_gemma":[0.00001038619,0.00001373891,0.0003624618,0.0002220164,0.00000271492,0.001344648,0.0005103639,0.0000531078,0.00005843808,0.006965374,0.9904497,0.000006968101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002889026,0.1642215,0.001283706,0.05808276,0.008065042,0.00002372548,0.0001486207,0.0001218644,0.7651637],"genre_scores_gemma":[0.03215116,0.06605387,0.001406494,0.02409822,0.005988219,0.00008656699,0.0001049584,0.0001020988,0.8700085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04988702,"threshold_uncertainty_score":0.1668887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140234400","doi":"10.3917/lav.boule.2014.01.0261","title":"Les troubles anxieux","year":2014,"lang":"fr","type":"book-chapter","venue":"Lavoisier eBooks","topic":"Health, Medicine and Society","field":"Health Professions","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 de Montréal; Hôpital Rivière-des-Prairies","funders":"","keywords":"Psychology","authors":[{"name":"Jean‐Philippe Boulenger","is_ca":true},{"name":"Pascale Abadie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08860132705252813,"gpt":0.3763603485800113,"spread":0.2877590215274832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001049313,0.001464915,0.0006731678,0.001071383,0.003738287,0.004203191,0.000718089,0.005297699,0.05277607],"category_scores_gemma":[0.004042862,0.0004069688,0.0006665286,0.0005977773,0.004281822,0.002805335,0.002060234,0.009938924,0.01035194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004077211,"about_ca_system_score_gemma":0.002427219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02016248,"about_ca_topic_score_gemma":0.01871979,"domain_scores_codex":[0.9989447,0.0004828574,0.00001839499,0.00008920694,0.0002580259,0.0002068229],"domain_scores_gemma":[0.9993123,0.0004554795,0.00004089483,0.00002852894,0.00008003612,0.00008280828],"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":[0.0001001281,0.00008987621,0.0003740584,0.0002161647,0.0000182761,0.001272077,0.004383468,0.0002913731,0.0002823172,0.2998227,0.5590305,0.134119],"study_design_scores_gemma":[0.00001859087,0.00001726099,0.0004987249,0.0002403644,0.00000378558,0.001318974,0.0009273455,0.0000824933,0.00006621762,0.01509647,0.9817181,0.00001170191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004152281,0.1534099,0.001619021,0.08808261,0.01097149,0.00003092571,0.0002021626,0.0001523122,0.7413793],"genre_scores_gemma":[0.06364088,0.06093116,0.00131874,0.03417336,0.01046127,0.000121392,0.0001407205,0.0001427348,0.8290698],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05277607,"threshold_uncertainty_score":0.1765535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233552454","doi":"10.3917/lav.boule.2014.01.0132","title":"Les troubles anxieux","year":2014,"lang":"fr","type":"book-chapter","venue":"Lavoisier eBooks","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":"Francophone University Association","funders":"","keywords":"Computer science","authors":[{"name":"Evelyne Mollard","is_ca":true},{"name":"Jean Cottraux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07168172586489614,"gpt":0.3610049883636822,"spread":0.2893232624987861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005279656,0.001396391,0.0005904965,0.00104781,0.001962697,0.003003243,0.000602994,0.003473013,0.03524535],"category_scores_gemma":[0.001951468,0.0003940875,0.0006027219,0.0004790796,0.003111368,0.00206785,0.001418143,0.008542949,0.00810185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00279823,"about_ca_system_score_gemma":0.001242989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002664,"about_ca_topic_score_gemma":0.008647925,"domain_scores_codex":[0.9995084,0.0001925904,0.000009451262,0.00005870104,0.0001369505,0.00009404064],"domain_scores_gemma":[0.9997048,0.0001971629,0.0000197174,0.00001556582,0.00003134439,0.00003150619],"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":[0.0001304911,0.00007616603,0.00031022,0.0002477322,0.00002364767,0.001473624,0.002202358,0.0004723287,0.000653946,0.4366321,0.3672931,0.1904842],"study_design_scores_gemma":[0.00002525721,0.00002100963,0.0006338382,0.000202515,0.000005486777,0.00202298,0.0003989307,0.0001304342,0.0001600056,0.0243115,0.9720744,0.00001356781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004847859,0.2115803,0.002826559,0.04960231,0.008825439,0.00003341795,0.0002201243,0.0002368925,0.7218271],"genre_scores_gemma":[0.0789217,0.0825787,0.002179559,0.01848422,0.0109599,0.0001331527,0.0001933243,0.0001802747,0.8063691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03524535,"threshold_uncertainty_score":0.1179075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3089069118","doi":"10.3917/lav.court.2010.01.0253","title":"Suicides et tentatives de suicide","year":2010,"lang":"fr","type":"book-chapter","venue":"Lavoisier eBooks","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":"Université du Québec en Outaouais","funders":"","keywords":"Psychology","authors":[{"name":"Monique Séguin","is_ca":true},{"name":"Francine de Montigny","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1802116899266635,"gpt":0.4869483275372466,"spread":0.3067366376105831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007880961,0.0009211229,0.0005134632,0.001025459,0.001470241,0.001770998,0.0005328427,0.002441682,0.008175396],"category_scores_gemma":[0.003291299,0.0002863049,0.000518286,0.001033554,0.003731861,0.002137521,0.001199272,0.0041627,0.002018166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003843626,"about_ca_system_score_gemma":0.003023895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02540291,"about_ca_topic_score_gemma":0.02267844,"domain_scores_codex":[0.9992449,0.0003032468,0.00003611749,0.00004824223,0.0002786374,0.00008885832],"domain_scores_gemma":[0.9994524,0.0003058478,0.00007271523,0.00003408796,0.0000945418,0.0000403923],"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":[0.00004879194,0.00005731358,0.001031468,0.000281289,0.00002364478,0.0006689651,0.008503499,0.0007165634,0.0001847647,0.6710294,0.1501818,0.1672725],"study_design_scores_gemma":[0.00001534061,0.00005968228,0.002359447,0.0008701087,0.00000809223,0.002355214,0.002079493,0.0002399532,0.0001619167,0.07454401,0.9172801,0.00002673515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01485468,0.3840583,0.003385588,0.04076416,0.01155448,0.00005094835,0.0004045776,0.00008806983,0.5448392],"genre_scores_gemma":[0.2099076,0.2196837,0.002059081,0.006621318,0.007523156,0.000090359,0.0003688321,0.00008963308,0.5536563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02540291,"threshold_uncertainty_score":0.05051011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}