{"id":"W2463059591","doi":"10.7202/1028188ar","title":"Classification et analyse de collections d’objets de jeu selon le système ESAR : rapport de recherche","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sainte Foy; Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Art; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007937411,0.0003034167,0.0003227471,0.002259985,0.0003257076,0.001664624,0.0002296201,0.0005281995,0.002249065],"category_scores_gemma":[0.0007037771,0.0003564324,0.0001435626,0.005203771,0.0001136291,0.001862968,0.0000486296,0.0008129869,0.0003265479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002872044,"about_ca_system_score_gemma":0.005459691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006114159,"about_ca_topic_score_gemma":0.0006385847,"domain_scores_codex":[0.9930023,0.004900068,0.0006007025,0.0005537762,0.0003284317,0.0006147465],"domain_scores_gemma":[0.998013,0.000563839,0.0003808656,0.0003169674,0.0003131559,0.0004122112],"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":[0.0003582072,0.001461274,0.1136761,0.0001715846,0.0007075926,0.00008057077,0.07365587,0.001016776,0.01205642,0.09213519,0.6998845,0.004795922],"study_design_scores_gemma":[0.004683364,0.0007938631,0.3861904,0.0004666403,0.0004705817,0.0005279679,0.03629681,0.003856545,0.006487378,0.04250349,0.5165002,0.001222781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3711729,0.01278172,0.1537265,0.09475942,0.001938961,0.001469221,0.0001044468,0.0009310106,0.3631158],"genre_scores_gemma":[0.7873886,0.006046872,0.03478041,0.005265126,0.0003823405,0.0002268923,0.000360741,0.00009981289,0.1654492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4162157,"threshold_uncertainty_score":0.9998888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2084284965788322,"score_gpt":0.4439169760791933,"score_spread":0.2354884795003611,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}