{"id":"W2918354983","doi":"10.7202/1056315ar","title":"Considérations sur le développement professionnel dans les métiers de formation","year":2018,"lang":"fr","type":"article","venue":"Phronesis","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Phronesis; Humanities; Political science; Philosophy","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":[0.01768195,0.0003072681,0.0003752454,0.001377268,0.007602696,0.006037333,0.001927584,0.006254087,0.01231823],"category_scores_gemma":[0.02374274,0.000271324,0.0005803409,0.001019015,0.007914915,0.006580601,0.006471524,0.005776392,0.001393097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008794122,"about_ca_system_score_gemma":0.02656091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04479171,"about_ca_topic_score_gemma":0.0801332,"domain_scores_codex":[0.9876205,0.00612199,0.0005132896,0.0005263374,0.002051393,0.003166468],"domain_scores_gemma":[0.9785175,0.006027519,0.00153769,0.0003098602,0.005011958,0.008595633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002199434,0.0004449416,0.01743463,0.0006545148,0.00002197102,0.002592572,0.04102769,0.0007393239,0.001627338,0.6012645,0.09046689,0.2435057],"study_design_scores_gemma":[0.00004319766,0.00036899,0.02985771,0.002300659,0.00001385374,0.001340561,0.05315081,0.0002710581,0.00076709,0.05257896,0.8592398,0.00006726533],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04135866,0.05064873,0.002519006,0.7907912,0.00244317,0.00008332901,0.0001022174,0.00003709994,0.1120167],"genre_scores_gemma":[0.8067856,0.04766742,0.006082742,0.05520253,0.003228439,0.0002841062,0.0001359378,0.00006530745,0.08054784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04479171,"threshold_uncertainty_score":0.09351224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5002407941467697,"score_gpt":0.450805142934202,"score_spread":0.04943565121256766,"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."}}