{"id":"W4400401458","doi":"10.1522/rhe.v8i4.1732","title":"Accompagner au mentorat pour soutenir l’insertion professionnelle des nouveaux enseignants","year":2024,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001082428,0.0003798522,0.0003572489,0.0003116886,0.0003993208,0.0002087651,0.0002482921,0.0003403302,0.007830277],"category_scores_gemma":[0.0001895426,0.0004066565,0.0002128236,0.0006027807,0.0001580608,0.0005373892,0.00005394757,0.0005052607,0.004784809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919288,"about_ca_system_score_gemma":0.00111793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008201512,"about_ca_topic_score_gemma":0.0002189623,"domain_scores_codex":[0.9968346,0.0005970699,0.0007769659,0.0007754252,0.0002435944,0.0007723762],"domain_scores_gemma":[0.9983961,0.0002282382,0.0002500989,0.0005949946,0.0002473076,0.0002832917],"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":[0.0001068801,0.00145037,0.03269416,0.001994935,0.0002508007,0.0002566242,0.3253056,0.0001645832,0.003684204,0.01686788,0.4371647,0.1800592],"study_design_scores_gemma":[0.001458236,0.0002253379,0.1665173,0.00542876,0.0004799457,0.001222764,0.1091775,0.004176656,0.002333462,0.01770493,0.6899301,0.00134501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345965,0.007881938,0.006666795,0.01111677,0.02054694,0.0007314485,0.00004660904,0.0002922809,0.01812072],"genre_scores_gemma":[0.8043996,0.0004063863,0.001157635,0.000744616,0.002443804,0.0001591771,0.0002484418,0.00008709385,0.1903532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2527653,"threshold_uncertainty_score":0.9998385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09314720238610812,"score_gpt":0.3575536128652215,"score_spread":0.2644064104791134,"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."}}