{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003525218,0.0004892788,0.0005669708,0.0002696651,0.001307479,0.001459277,0.001020812,0.0004078686,0.001374134],"category_scores_gemma":[0.002646873,0.0005177134,0.0003866887,0.0007768397,0.0006410551,0.0007684094,0.000121849,0.0009647595,0.000366598],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002137501,"about_ca_system_score_gemma":0.01277694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07935929,"about_ca_topic_score_gemma":0.008437905,"domain_scores_codex":[0.9946937,0.001651596,0.0007992606,0.0005693777,0.0006452676,0.00164081],"domain_scores_gemma":[0.9954665,0.002491273,0.0004657516,0.0005792606,0.0002748456,0.0007223285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006132366,0.0007900506,0.04727881,0.0002628997,0.00008699967,0.00002092866,0.02666747,0.00001866791,0.000299921,0.7208605,0.1942411,0.009411226],"study_design_scores_gemma":[0.0002634464,0.0000464644,0.008562742,0.0001883926,0.0001717984,0.000106269,0.01667735,0.00001346982,0.00005996742,0.004288699,0.9690379,0.0005834973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7363309,0.009638932,0.0004696652,0.1089163,0.001232095,0.0009437434,0.0001058381,0.000406969,0.1419556],"genre_scores_gemma":[0.9755384,0.001897004,0.001989671,0.002322549,0.008348512,0.0001198713,0.00005943186,0.00009036517,0.009634236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7747968,"threshold_uncertainty_score":0.9999927,"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."}}