{"id":"W4411070376","doi":"10.53967/cje-rce.7291","title":"Éditorial : Regard sur le processus de jugement d’évaluation des compétences professionnelles en contexte de stage","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":"Stage (stratigraphy); Valuation (finance); Humanities; Sociology; Political science; Philosophy; Economics; Geology; Accounting","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":[0.00996142,0.002424807,0.003058922,0.005508506,0.004817739,0.008655459,0.004196212,0.01753495,0.01381932],"category_scores_gemma":[0.05138414,0.0007438624,0.001892796,0.003422013,0.006349232,0.005044273,0.001767938,0.01403304,0.007258426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00699997,"about_ca_system_score_gemma":0.01069951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074854,"about_ca_topic_score_gemma":0.01719001,"domain_scores_codex":[0.9927775,0.001495431,0.0008401636,0.001292267,0.003077598,0.0005170113],"domain_scores_gemma":[0.9383099,0.0369053,0.002218143,0.0009036106,0.01880609,0.002856963],"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":[0.00003391812,0.00001173033,0.00008279908,0.0005466298,0.00001129668,0.00009213081,0.0001353737,0.00002535978,0.00005089989,0.001267945,0.9893267,0.008415185],"study_design_scores_gemma":[0.00003177765,0.00002935389,0.0009099459,0.002250014,0.0000591984,0.0003488663,0.0003253854,0.0001348503,0.0001310866,0.002105557,0.9936406,0.00003339256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001454022,0.01982835,0.0002400313,0.08230528,0.8947853,0.00003520308,0.0001064815,0.00003425347,0.002519657],"genre_scores_gemma":[0.002730063,0.0220305,0.0003195931,0.03898331,0.9221776,0.00008616337,0.0000693871,0.0000578925,0.01354548],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01753495,"threshold_uncertainty_score":0.05268168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608757993937053,"score_gpt":0.4080346157824884,"score_spread":0.2471588163887831,"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."}}