{"id":"W36130742","doi":"10.1136/bmjopen-2022-064202","title":"La política sobre formación inicial de docentes en Québec","year":2006,"lang":"en","type":"article","venue":"Revista de educación/Revista de educación","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deakin University","keywords":"Professional development; Training (meteorology); Initial training; Pedagogy; School teachers; Psychology; Sociology; Mathematics education; Geography","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":[0.00166433,0.000158173,0.0001365751,0.0007531486,0.002728462,0.001516918,0.0006148996,0.0009747192,0.008438107],"category_scores_gemma":[0.003110166,0.0001656758,0.0002013253,0.0009588763,0.001138351,0.0004965412,0.0006173798,0.001397284,0.0004981269],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03355787,"about_ca_system_score_gemma":0.05140541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865401,"about_ca_topic_score_gemma":0.9906664,"domain_scores_codex":[0.9990798,0.0001456561,0.00002865814,0.00006964344,0.000286575,0.0003896655],"domain_scores_gemma":[0.9964024,0.0005096329,0.0003077197,0.00007134036,0.001651855,0.001057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004828488,0.0004321576,0.3376181,0.0008910802,0.00007465218,0.002614037,0.01951401,0.001434693,0.0117773,0.05284006,0.188267,0.3840542],"study_design_scores_gemma":[0.00003126587,0.0001195792,0.4506567,0.0005189374,0.00004776934,0.0001842755,0.008935965,0.001326689,0.00246724,0.0004323635,0.5352046,0.00007471508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7477388,0.01386375,0.002260579,0.05711472,0.0009903213,0.0003204297,0.002803362,0.0003944981,0.1745135],"genre_scores_gemma":[0.8586152,0.005444304,0.001491919,0.006805373,0.0001060004,0.00007841075,0.0003916072,0.00003414175,0.127033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9664421,"threshold_uncertainty_score":0.2434806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527056221927782,"score_gpt":0.3470019287092159,"score_spread":0.3317313664899381,"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."}}