{"id":"W3005085121","doi":"","title":"Michael Fullan, Asesor de Educación del Primer Ministro de Ontario durante 10 años e impulsor del cambio del modelo educativo de Canadá: \"Debemos dar libertad a los profesores y directores para innovar y tiene que haber ciertos incentivos para que eso ocurra\"","year":2020,"lang":"es","type":"article","venue":"Cuadernos de pedagogía","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001451177,0.001381223,0.001357445,0.0003801927,0.001480565,0.0007191774,0.001927931,0.001053546,0.002071098],"category_scores_gemma":[0.001386682,0.001501368,0.0005810278,0.001233344,0.001115699,0.0006728487,0.0003275296,0.002084166,0.0002437575],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003651936,"about_ca_system_score_gemma":0.04018596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.503019,"about_ca_topic_score_gemma":0.3289764,"domain_scores_codex":[0.9903247,0.001661784,0.001622274,0.001898827,0.001128728,0.003363699],"domain_scores_gemma":[0.9941541,0.0007647208,0.0009876222,0.001034417,0.0006570022,0.002402128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006723056,0.002486974,0.4832394,0.0006156254,0.0008541169,0.0001686028,0.4511797,0.0001279917,0.007409331,0.001587826,0.04464923,0.007008861],"study_design_scores_gemma":[0.007529695,0.001156133,0.2885663,0.002390746,0.002312411,0.0004978551,0.2088138,0.01369965,0.02023151,0.001761746,0.4454056,0.007634592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95844,0.003379934,0.001988407,0.029678,0.000777362,0.002050102,0.0003174169,0.000326466,0.003042291],"genre_scores_gemma":[0.9622501,0.0002923406,0.008163705,0.007306992,0.0019202,0.0007401209,0.0002103704,0.0002658043,0.01885038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4007564,"threshold_uncertainty_score":0.9998938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06599214399600084,"score_gpt":0.3545706487326331,"score_spread":0.2885785047366322,"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."}}