{"id":"W4390875026","doi":"10.18162/fp.2023.a307","title":"Modèle d’agir compétent et conscient d’un enseignant-mentor exerçant une fonction d’accompagnateur du personnel enseignant novice dans une école primaire","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Commission Scolaire des Hautes Rivières","funders":"","keywords":"Humanities; Philosophy","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","sts"],"consensus_categories":[],"category_scores_codex":[0.004354754,0.0003969002,0.000417411,0.0002958777,0.003572573,0.0001166285,0.0003852403,0.0004041992,0.0001763783],"category_scores_gemma":[0.0002990163,0.00037536,0.0002058658,0.001889149,0.0009336467,0.001770485,0.0001524884,0.0005746942,0.0006293176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006517573,"about_ca_system_score_gemma":0.0010546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756067,"about_ca_topic_score_gemma":0.0004664515,"domain_scores_codex":[0.9945002,0.002183658,0.0009263447,0.0005740785,0.0009883415,0.000827378],"domain_scores_gemma":[0.9972424,0.000788413,0.0007826429,0.0003209665,0.0005913737,0.0002741907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003763367,0.0007111974,0.001918844,0.000278785,0.00005508286,0.000006994268,0.8437596,0.00138684,0.002564818,0.1318869,0.01199445,0.005398874],"study_design_scores_gemma":[0.001438766,0.000198775,0.03339931,0.0009263383,0.00007452162,0.00003524705,0.8824902,0.03367496,0.0005763234,0.003124358,0.04348657,0.0005747018],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8880997,0.0004436223,0.00723313,0.08658996,0.009468168,0.001312843,0.00009415179,0.0003856881,0.006372775],"genre_scores_gemma":[0.984705,0.002590906,0.001395644,0.001910902,0.0009454396,0.0002818444,0.001061154,0.00004527439,0.00706379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1287625,"threshold_uncertainty_score":0.9998698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253591986056891,"score_gpt":0.3781430954642042,"score_spread":0.2527838968585151,"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."}}