{"id":"W4411070185","doi":"10.53967/cje-rce.6901","title":"Vers une compréhension commune des attentes en stages en enseignement par la coconstruction d’indicateurs de développement entre formateurs et formatrices de stagiaires","year":2025,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec en Outaouais","funders":"","keywords":"Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03110452,0.0008083385,0.0005559166,0.002930291,0.004739119,0.01005224,0.001325869,0.001747614,0.007458059],"category_scores_gemma":[0.05753857,0.0005565276,0.0009005136,0.002361854,0.01119727,0.01212971,0.005876031,0.00353208,0.001048356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009153023,"about_ca_system_score_gemma":0.009727713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304232,"about_ca_topic_score_gemma":0.01796043,"domain_scores_codex":[0.9716794,0.02142619,0.001016476,0.001944502,0.003318614,0.0006147272],"domain_scores_gemma":[0.9362956,0.04560352,0.004527763,0.0030234,0.009171042,0.001378712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006456191,0.00004086613,0.005153491,0.0005640843,0.00002307556,0.0001970106,0.9062468,0.000127486,0.001632759,0.04388102,0.002087189,0.03998156],"study_design_scores_gemma":[0.00003218847,0.000210166,0.02186636,0.002583631,0.00007987187,0.0005767103,0.741932,0.00116706,0.00296926,0.04621379,0.1822412,0.0001277051],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5456917,0.009509227,0.2247068,0.03920185,0.00113864,0.00124607,0.0008764903,0.0005172452,0.177112],"genre_scores_gemma":[0.9268161,0.002875887,0.04641825,0.002096845,0.0001273445,0.001098958,0.0002874593,0.000250702,0.02002843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9869577,"threshold_uncertainty_score":0.1644984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0751133096003872,"score_gpt":0.3836909087406239,"score_spread":0.3085775991402367,"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."}}