{"id":"W2029874106","doi":"10.1002/ace.45","title":"Good Teaching: One Size Fits All?","year":2002,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Key (lock); Mathematics education; Psychology; Teaching method; Computer science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02916044,0.0005684781,0.001039199,0.001710614,0.002344439,0.009517913,0.002414769,0.003138319,0.006699766],"category_scores_gemma":[0.0985847,0.0003411563,0.0005179516,0.001573814,0.01540295,0.01589125,0.004432172,0.003970642,0.0009476696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004380467,"about_ca_system_score_gemma":0.005799862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002258362,"about_ca_topic_score_gemma":0.003001405,"domain_scores_codex":[0.9697481,0.02041835,0.0009091162,0.0008765571,0.006915126,0.001132747],"domain_scores_gemma":[0.9227247,0.04749335,0.007187248,0.006962726,0.009957051,0.005674975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003075593,0.000359518,0.02618242,0.001298768,0.0001700329,0.0003227226,0.01211384,0.001672633,0.0003815453,0.6066978,0.06860222,0.2818909],"study_design_scores_gemma":[0.0001249818,0.0004656747,0.009344389,0.002095146,0.0001561854,0.001011592,0.03899119,0.008452006,0.0008047911,0.8815352,0.05690225,0.000116725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1064425,0.01094235,0.06855231,0.6915597,0.001645018,0.0002316771,0.0002040671,0.000497919,0.1199245],"genre_scores_gemma":[0.9659591,0.003322608,0.01692619,0.01067251,0.0003332841,0.0001381049,0.00004153139,0.00008848731,0.002518131],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02916044,"threshold_uncertainty_score":0.154217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06735945230270542,"score_gpt":0.391105571972264,"score_spread":0.3237461196695586,"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."}}