{"id":"W2275483660","doi":"","title":"Know How? Show How: Experienced Teachers Share Best Practices through Ontario Program.","year":2014,"lang":"en","type":"article","venue":"˜The œJournal of staff development","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Best practice; Faculty development; Professional development; Psychology; Medical education; Pedagogy; Mathematics education; Sociology; Public relations; Political science; 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":[0.00626919,0.0002071648,0.0002716237,0.0007851132,0.01554717,0.004116137,0.001416161,0.001550501,0.008846448],"category_scores_gemma":[0.01939316,0.0003844267,0.0001999696,0.001494589,0.003131159,0.002641339,0.006034746,0.001818738,0.0009317341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05091228,"about_ca_system_score_gemma":0.1180792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.823072,"about_ca_topic_score_gemma":0.9526424,"domain_scores_codex":[0.9934573,0.002278304,0.0001936586,0.0004666464,0.00221707,0.001387058],"domain_scores_gemma":[0.9808722,0.002722378,0.001593892,0.0009832748,0.005127185,0.008701078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003327038,0.0004476248,0.08886173,0.0002625177,0.0000564058,0.001232996,0.6102657,0.0005103063,0.00279513,0.003876812,0.1263549,0.1650032],"study_design_scores_gemma":[0.00003973011,0.0002255307,0.1400345,0.0004039975,0.00004504451,0.0001989875,0.4648289,0.0004782648,0.001128233,0.001492947,0.3909971,0.0001268341],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8156388,0.001247191,0.002900599,0.06839417,0.00034695,0.0004238212,0.0008562771,0.000309129,0.1098831],"genre_scores_gemma":[0.948179,0.000698312,0.002352979,0.002198815,0.00002738869,0.0001534023,0.0001700365,0.00009898296,0.04612111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176928,"threshold_uncertainty_score":0.3693962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09391648666203992,"score_gpt":0.3801857896122454,"score_spread":0.2862693029502055,"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."}}