{"id":"W253858557","doi":"","title":"Alberta Unites on Teaching Quality.","year":2010,"lang":"en","type":"article","venue":"˜The œJournal of staff development","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Mathematics education; Faculty development; Psychology; Pedagogy; Medical education; Professional development; Medicine; Epistemology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003737696,0.0004300851,0.0003739972,0.00140891,0.002465023,0.003129436,0.001240397,0.002282098,0.04366751],"category_scores_gemma":[0.01273707,0.0003367956,0.0002424967,0.002062085,0.001247693,0.0008785964,0.001799415,0.003121282,0.003283227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03232791,"about_ca_system_score_gemma":0.1124723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9181207,"about_ca_topic_score_gemma":0.953092,"domain_scores_codex":[0.9930734,0.0006894931,0.000192816,0.0002757424,0.004109057,0.001659444],"domain_scores_gemma":[0.9776162,0.003268217,0.0007634207,0.0006619156,0.009606503,0.008083706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001699466,0.00009401267,0.02112126,0.0002583334,0.00003248873,0.0001394314,0.0005006797,0.0007264768,0.0004395145,0.04419153,0.836806,0.0955204],"study_design_scores_gemma":[0.00006129359,0.00007440868,0.178835,0.0006248745,0.00002953271,0.00007492621,0.00134662,0.0004269588,0.0004312878,0.002134613,0.8159145,0.00004607995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03458375,0.02802179,0.0007719905,0.2048067,0.0093876,0.0001713289,0.01161993,0.0004013587,0.7102357],"genre_scores_gemma":[0.2478149,0.01321251,0.002438854,0.02016604,0.001484318,0.0001208277,0.003947814,0.0001315716,0.7106831],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08187932,"threshold_uncertainty_score":0.2345565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04476929664035048,"score_gpt":0.385251431251329,"score_spread":0.3404821346109785,"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."}}