{"id":"W3150974753","doi":"10.7202/1077970ar","title":"Quelles compétences pour accompagner des enseignants débutants? Étude multicas","year":2021,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Psychodrama and Leishmaniasis Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02065909,0.0004722727,0.0009031912,0.002163956,0.008074738,0.006192183,0.00155454,0.001018868,0.005910727],"category_scores_gemma":[0.0221951,0.0004414938,0.0005878967,0.002286951,0.005674378,0.004209927,0.004805637,0.002330082,0.0003453057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03393082,"about_ca_system_score_gemma":0.05324638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6004339,"about_ca_topic_score_gemma":0.8036561,"domain_scores_codex":[0.986937,0.007564964,0.0005868757,0.001040386,0.001916537,0.001954238],"domain_scores_gemma":[0.983603,0.005778499,0.002118547,0.0006421681,0.005837332,0.002020484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001264483,0.0001942763,0.09342977,0.001082307,0.0001348503,0.0004661379,0.8417741,0.0001155235,0.0006680947,0.008389702,0.003161877,0.05045684],"study_design_scores_gemma":[0.00002345915,0.0001587782,0.1027603,0.001097763,0.0001021384,0.0001206287,0.8728995,0.0002305396,0.0002973103,0.001144253,0.02112045,0.00004491231],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720532,0.003312324,0.001778264,0.00885745,0.0001286167,0.0005200346,0.0002865367,0.00001267691,0.01305087],"genre_scores_gemma":[0.9907172,0.001445423,0.001315964,0.0009848459,0.00001603959,0.0004020774,0.0000773382,0.00000906326,0.005031946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6004339,"threshold_uncertainty_score":0.8038384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4812707783402562,"score_gpt":0.4547056838470698,"score_spread":0.02656509449318639,"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."}}