{"id":"W4415258757","doi":"10.17118/11143/23399","title":"Être prof au collégial, c'est… : récit en 8 temps","year":2023,"lang":"fr","type":"article","venue":"Performa","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collation; Scholarship; Quarter (Canadian coin); Period (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003865089,0.0004886779,0.0004045037,0.001533338,0.008547074,0.008419512,0.0008681766,0.00288513,0.01365137],"category_scores_gemma":[0.01786597,0.0002970381,0.000330347,0.001786522,0.003231856,0.004137515,0.004677298,0.005214738,0.006788624],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005486214,"about_ca_system_score_gemma":0.009395057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04367045,"about_ca_topic_score_gemma":0.1288921,"domain_scores_codex":[0.9954937,0.001093132,0.0001558265,0.0004975123,0.001979506,0.000780416],"domain_scores_gemma":[0.9886137,0.001569812,0.000698142,0.0005522938,0.00444713,0.004118846],"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":[0.0000870977,0.00006375255,0.009915749,0.0003308434,0.00001863604,0.0006952981,0.09801126,0.00004859007,0.0006094086,0.01555726,0.7473446,0.1273176],"study_design_scores_gemma":[0.000004046872,0.0000308194,0.009454145,0.0002593698,0.000004579772,0.0002741475,0.03018433,0.00002576128,0.000168702,0.0006325907,0.9589405,0.0000210562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1603124,0.02793623,0.002678032,0.5314706,0.06959155,0.0001389959,0.001339432,0.0004927252,0.20604],"genre_scores_gemma":[0.4259006,0.01494724,0.001424396,0.08309773,0.0161998,0.0001493716,0.001090376,0.0007491009,0.4564415],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9945138,"threshold_uncertainty_score":0.08683252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.181840802711393,"score_gpt":0.4480828628355205,"score_spread":0.2662420601241275,"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."}}