{"id":"W2057090415","doi":"10.1080/87567555.2012.654832","title":"Benefits and Drawbacks of Using Multiple Instructors to Teach Single Courses","year":2012,"lang":"en","type":"article","venue":"College Teaching","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Confusion; Class (philosophy); Variety (cybernetics); Set (abstract data type); Mathematics education; Teaching method; Style (visual arts); Computer science; Higher education; Psychology; Medical education; Pedagogy; Medicine","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":[0.02689422,0.0005348328,0.0005253174,0.001901299,0.002190124,0.002481401,0.002042273,0.001126902,0.002754564],"category_scores_gemma":[0.08496019,0.0004654522,0.0008656807,0.00123298,0.00112384,0.002570071,0.004362995,0.001195374,0.0006904161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630233,"about_ca_system_score_gemma":0.003973066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00292329,"about_ca_topic_score_gemma":0.00874083,"domain_scores_codex":[0.9569841,0.02233831,0.003128757,0.00336705,0.01212865,0.002053005],"domain_scores_gemma":[0.8148205,0.1076654,0.03156502,0.01515693,0.01392755,0.01686455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001389308,0.001918836,0.614908,0.0005176382,0.000203854,0.001123286,0.008659637,0.001799897,0.009358993,0.0007595796,0.0009014736,0.3584595],"study_design_scores_gemma":[0.0004654639,0.01215415,0.9126772,0.0008937104,0.0006302588,0.007231316,0.03317419,0.00850466,0.008205986,0.002978327,0.01289507,0.0001896164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914263,0.000460017,0.002785748,0.001354297,0.00003752379,0.00008622388,0.00001904297,0.00007296896,0.003757937],"genre_scores_gemma":[0.9893004,0.0001905181,0.009015528,0.0003417424,0.00007109236,0.00009282844,0.00003117041,0.00002267763,0.0009338754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02689422,"threshold_uncertainty_score":0.1422319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125773131766301,"score_gpt":0.4097980743639559,"score_spread":0.2972207611873258,"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."}}