{"id":"W3025836926","doi":"10.3917/admed.165.0117","title":"Les communautés d’apprentissage professionnel","year":2020,"lang":"fr","type":"article","venue":"Administration & Éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004960477,0.001678879,0.0008725068,0.002386519,0.008053896,0.007925331,0.000917668,0.004609474,0.03822653],"category_scores_gemma":[0.01780833,0.001059557,0.001578435,0.002525633,0.003341308,0.004403423,0.002126992,0.008520716,0.006137449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007788801,"about_ca_system_score_gemma":0.01111023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.23602,"about_ca_topic_score_gemma":0.1608595,"domain_scores_codex":[0.98912,0.004302761,0.0005416751,0.0008653245,0.003812353,0.0013579],"domain_scores_gemma":[0.9860603,0.005842976,0.001136224,0.0009601039,0.003275966,0.002724468],"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":[0.002385476,0.002276968,0.08497746,0.0009601743,0.0005018559,0.007624125,0.04393608,0.005829534,0.01574744,0.3754064,0.1062474,0.3541072],"study_design_scores_gemma":[0.0005412356,0.0005728112,0.1847951,0.0005401305,0.00006307323,0.003356466,0.01181183,0.003063492,0.003703336,0.005585494,0.7857142,0.0002527978],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6269847,0.007328913,0.02499552,0.0240613,0.004613187,0.0003571139,0.002109272,0.001376394,0.3081736],"genre_scores_gemma":[0.7290113,0.004530865,0.01214665,0.002040751,0.002808976,0.0007171113,0.001418225,0.000443124,0.2468831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.23602,"threshold_uncertainty_score":0.4692925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5523326187497829,"score_gpt":0.5226750790913006,"score_spread":0.02965753965848228,"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."}}