{"id":"W2496276066","doi":"10.4018/978-1-4666-3661-3.ch001","title":"Perceptions and Approaches to Teaching of Award-Winning Teachers at Research Intensive Universities Internationally","year":2013,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Affordance; Promotion (chess); Nexus (standard); Class (philosophy); Mathematics education; Quality (philosophy); Perception; Teaching method; Psychology; Pedagogy; Engineering; Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002840397,0.0002197408,0.0003047381,0.0002989595,0.001053106,0.0001794918,0.0005222932,0.0003065695,0.0002156864],"category_scores_gemma":[0.001011794,0.0002397764,0.0001098524,0.0000272189,0.0008301472,0.0002771067,0.0005924553,0.0008187449,0.0002003371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850972,"about_ca_system_score_gemma":0.0005846991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007980095,"about_ca_topic_score_gemma":0.002358974,"domain_scores_codex":[0.9970518,0.0005701931,0.0003111176,0.0004478491,0.001298278,0.0003207237],"domain_scores_gemma":[0.9979033,0.0006294032,0.0002872206,0.0002494288,0.0007157163,0.0002148939],"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":[0.00001811776,0.000006433208,0.0002505044,0.00001316097,0.0001053099,0.00000299064,0.06337523,0.00001640045,0.0000215756,0.9247422,0.006159205,0.005288909],"study_design_scores_gemma":[0.0004810165,0.0002908707,0.002106024,0.001051049,0.0002312001,0.00001840263,0.2936365,0.00009922466,0.000007599789,0.1744225,0.5267618,0.0008938192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04160367,0.00009088776,0.00008443915,0.005211419,0.0001664344,0.0004953511,0.00004919969,0.00007055973,0.9522281],"genre_scores_gemma":[0.4837561,0.000007874924,0.002336055,0.0002091759,0.0002161106,0.00001122009,0.000006631823,0.00002404222,0.5134327],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7503197,"threshold_uncertainty_score":0.9986259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3020702870506854,"score_gpt":0.425751762249691,"score_spread":0.1236814751990056,"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."}}