{"id":"W6902825253","doi":"10.71781/bxd4-e777","title":"Enquête nationale auprès des étudiantes et étudiants en formation à l’enseignement dans les universités québécoises","year":2025,"lang":"fr","type":"report","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université du Québec à Montréal; Université TÉLUQ; Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Context (archaeology); Work (physics); Government (linguistics); Term (time)","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":[0.006193245,0.0004552846,0.000601293,0.004640216,0.007195783,0.004202591,0.001414563,0.001569334,0.02198769],"category_scores_gemma":[0.01687232,0.0005222694,0.0004469855,0.006071013,0.00167707,0.001927068,0.003566637,0.001688619,0.002450346],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04146805,"about_ca_system_score_gemma":0.09900108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9442838,"about_ca_topic_score_gemma":0.9592698,"domain_scores_codex":[0.9908337,0.001406903,0.0005432725,0.0005607777,0.002964692,0.003690636],"domain_scores_gemma":[0.9579474,0.004755033,0.003145858,0.001053258,0.02074327,0.01235518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000662545,0.0004111696,0.5950928,0.0008551199,0.0001261978,0.001455085,0.06289363,0.0005773384,0.002497963,0.0138645,0.2030851,0.1184786],"study_design_scores_gemma":[0.00001482062,0.00009301893,0.7643318,0.0002899441,0.00003265471,0.0001538687,0.03353621,0.0002528886,0.0009253778,0.000207351,0.2001107,0.00005137718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7491534,0.01092378,0.00234345,0.03201556,0.0009196698,0.0008442922,0.0491866,0.0004634418,0.1541499],"genre_scores_gemma":[0.6719331,0.00370268,0.002034513,0.001955569,0.0001605794,0.0007823376,0.009245658,0.0001433784,0.3100422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.958532,"threshold_uncertainty_score":0.3008732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620084753644794,"score_gpt":0.2063094542503275,"score_spread":0.1901086067138796,"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."}}