{"id":"W4410833506","doi":"10.26034/vd.fpeq.2021.306","title":"formation des enseignants associés au Québec : soutien à leur développement professionnel","year":2021,"lang":"fr","type":"article","venue":"Formation et pratiques d’enseignement en question","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology; Humanities; Psychology; Art","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":[0.004707309,0.0002605824,0.0003625633,0.00160601,0.01275002,0.005152268,0.001282272,0.000779681,0.0150643],"category_scores_gemma":[0.008975168,0.000248285,0.0002860266,0.003493692,0.00400602,0.002917705,0.003301373,0.001692716,0.0007718455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05422625,"about_ca_system_score_gemma":0.08443423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9578418,"about_ca_topic_score_gemma":0.9822465,"domain_scores_codex":[0.9965011,0.0009935653,0.0001357408,0.0003467459,0.000911919,0.001110845],"domain_scores_gemma":[0.9850891,0.00202091,0.00205884,0.0004986671,0.006303171,0.004029356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001664276,0.0002259202,0.4142261,0.0005598934,0.00007006431,0.001126588,0.3810485,0.000539239,0.001620963,0.02709481,0.01708011,0.1562414],"study_design_scores_gemma":[0.00000740075,0.00007916894,0.5653883,0.0006197775,0.00003069621,0.0001385745,0.2857361,0.0004588819,0.0003972193,0.001202729,0.1458929,0.0000483096],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267548,0.003389838,0.001558209,0.01438657,0.0001295816,0.0001170154,0.0003813045,0.00004035246,0.05324229],"genre_scores_gemma":[0.9670975,0.001719031,0.001021315,0.000767765,0.0000226036,0.00004555375,0.0001737695,0.00001616712,0.02913637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05422625,"threshold_uncertainty_score":0.3934408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007558401652627,"score_gpt":0.3780294672991401,"score_spread":0.2772736271338774,"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."}}