{"id":"W3094758062","doi":"10.4324/9780203134061-11","title":"What makes a ‘good teacher’?","year":2012,"lang":"en","type":"book-chapter","venue":"Teaching and Learning","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Computer science; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00247004,0.0004482194,0.0005029584,0.0005953095,0.003588827,0.00558825,0.0006717901,0.002771462,0.006279893],"category_scores_gemma":[0.005467703,0.0002656117,0.0002336991,0.0006793976,0.01140011,0.005864927,0.001630688,0.004800757,0.002884862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003025969,"about_ca_system_score_gemma":0.003661834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003576847,"about_ca_topic_score_gemma":0.009879262,"domain_scores_codex":[0.9973301,0.001555098,0.00006876311,0.000238354,0.00054401,0.0002636787],"domain_scores_gemma":[0.9980189,0.0008578139,0.0001257654,0.0001006728,0.0003921112,0.0005047815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001982591,0.00004684236,0.000811634,0.0002985538,0.000009215752,0.0003687715,0.02438455,0.0001124597,0.0003552739,0.5342826,0.3397923,0.09951795],"study_design_scores_gemma":[0.000006348463,0.00002195625,0.0007176765,0.0003777499,0.000006039599,0.0004497071,0.009510121,0.00005653901,0.0001473887,0.09199117,0.896701,0.00001423357],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008301991,0.04703822,0.005720925,0.3026942,0.01413038,0.00004522638,0.00004320901,0.0001227758,0.6219032],"genre_scores_gemma":[0.3347677,0.03752137,0.01239811,0.07426798,0.008584651,0.0001941255,0.00008850752,0.0004707604,0.5317068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006279893,"threshold_uncertainty_score":0.02195501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120087347831883,"score_gpt":0.3639640499474749,"score_spread":0.2519553151642866,"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."}}