{"id":"W2465014851","doi":"","title":"Ontario District Embraces an Evolving Approach to Learning.","year":2014,"lang":"en","type":"article","venue":"˜The œJournal of staff development","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Faculty development; Mathematics education; Pedagogy; Professional development; Psychology; Sociology; Medical education; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002982576,0.00008835958,0.0001564402,0.00009906505,0.0006986819,0.0001620692,0.0004152278,0.00004278657,0.0001182996],"category_scores_gemma":[0.0001137101,0.00006083188,0.00003632195,0.0002242752,0.00004423598,0.0002080223,0.00003209381,0.0002057479,0.00004253774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004168122,"about_ca_system_score_gemma":0.001297927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01091282,"about_ca_topic_score_gemma":0.02798539,"domain_scores_codex":[0.9983961,0.0003458085,0.0003817186,0.00009218773,0.000541867,0.0002422908],"domain_scores_gemma":[0.9989526,0.0001159116,0.0003038927,0.000101995,0.0002740871,0.0002515575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001802022,0.0002238372,0.04482435,0.00001153943,0.00004844776,6.150696e-7,0.9058672,0.0002972678,0.00003682554,0.002690692,0.007434806,0.03854636],"study_design_scores_gemma":[0.00009924859,0.00007647682,0.05363,0.00002480441,0.000007250541,0.000006687731,0.05623838,0.0000107627,0.00001305548,0.00005634357,0.8897313,0.0001056523],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165022,0.00005660422,0.005864895,0.0006311156,0.0004950048,0.0001440249,2.173004e-7,0.00001297211,0.07629291],"genre_scores_gemma":[0.9840918,0.000005630031,0.004268561,0.0001092777,0.0004824499,0.000004318199,9.613476e-7,0.000007042631,0.01102991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8822965,"threshold_uncertainty_score":0.9956736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03336261125682058,"score_gpt":0.2993420489013079,"score_spread":0.2659794376444874,"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."}}