{"id":"W2899729667","doi":"10.4000/rechercheformation.2919","title":"Les projets artistiques, vecteur de formation des enseignants ?","year":2017,"lang":"fr","type":"article","venue":"Recherche & formation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009834709,0.0001751422,0.000176139,0.00007489021,0.002768225,0.0003020044,0.0003825235,0.0006511766,0.0001026601],"category_scores_gemma":[0.005961531,0.000192501,0.00009107923,0.000153151,0.001115541,0.003295057,0.0000354632,0.0004957557,0.0001802889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400413,"about_ca_system_score_gemma":0.0004846046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003502192,"about_ca_topic_score_gemma":0.001613605,"domain_scores_codex":[0.9960953,0.00255041,0.0004174205,0.0001848118,0.0002568544,0.0004952192],"domain_scores_gemma":[0.9977247,0.0008829799,0.0005792322,0.0002827615,0.0003963247,0.0001340748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008567302,0.0001171894,0.003215362,0.0003128641,0.00002454523,5.498923e-7,0.3991943,0.000009343361,0.0004157982,0.1098063,0.00161428,0.4852808],"study_design_scores_gemma":[0.001127735,0.0003013124,0.232081,0.001871459,0.0002210541,0.00009849295,0.2344381,0.00912808,0.005643601,0.3090867,0.2048519,0.001150558],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8472981,0.002949825,0.02939649,0.01524953,0.001855783,0.0006514347,0.00002797092,0.0001592423,0.1024117],"genre_scores_gemma":[0.9556198,0.007235366,0.02708166,0.0001329195,0.001647261,0.00008483967,0.00009723689,0.0000196047,0.008081291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4841303,"threshold_uncertainty_score":0.99853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8243273606257717,"score_gpt":0.5586042988092255,"score_spread":0.2657230618165463,"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."}}