{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003976234,0.000233643,0.0003330682,0.001262943,0.01388798,0.009402329,0.002193492,0.003272488,0.01182309],"category_scores_gemma":[0.006599987,0.0002809233,0.0003257717,0.002667898,0.008408095,0.002216229,0.004481219,0.003097877,0.001215533],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0806835,"about_ca_system_score_gemma":0.2147467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9088699,"about_ca_topic_score_gemma":0.9793829,"domain_scores_codex":[0.9916714,0.001346214,0.0002010051,0.000600452,0.003763193,0.002417721],"domain_scores_gemma":[0.9866578,0.001455897,0.0003983354,0.0006617138,0.004175399,0.006650907],"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":[0.0001071089,0.0002752771,0.03406392,0.0006341832,0.00004743563,0.0008544396,0.02497511,0.002571103,0.0031076,0.4369934,0.2393627,0.2570077],"study_design_scores_gemma":[0.00001995116,0.00008743226,0.02701396,0.0001549917,0.00001512447,0.0001568843,0.007867272,0.0006388662,0.0003960505,0.01182103,0.9517514,0.00007712787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1107111,0.002843482,0.01952013,0.2274285,0.001075611,0.0006611734,0.000941894,0.000648885,0.6361692],"genre_scores_gemma":[0.5685513,0.001639446,0.0126883,0.0149028,0.0002971915,0.0001922366,0.0002238936,0.0001355196,0.4013693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9193165,"threshold_uncertainty_score":0.5854025,"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."}}