{"id":"W3160572838","doi":"10.4018/978-1-7998-7106-4.ch011","title":"Rethinking Evaluation Within a College Pathology Course","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in educational technologies and instructional design book series","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University; Camosun College","funders":"","keywords":"Universal Design for Learning; Course (navigation); Computer science; Content delivery; Multimedia; Engineering ethics; Mathematics education; Psychology; Engineering","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":[0.01087765,0.000453158,0.0004550634,0.001167535,0.001563858,0.00881727,0.001435365,0.001341502,0.008244457],"category_scores_gemma":[0.01759768,0.000332256,0.0003671719,0.0006261623,0.003030403,0.006018993,0.004155983,0.003030683,0.002604261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004161614,"about_ca_system_score_gemma":0.004480629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003511957,"about_ca_topic_score_gemma":0.01211271,"domain_scores_codex":[0.9931029,0.002981042,0.0002505882,0.0003743405,0.0030688,0.0002222461],"domain_scores_gemma":[0.9884613,0.00743645,0.0002096413,0.0007749975,0.002643258,0.000474459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003814481,0.000189316,0.000968476,0.0002647964,0.00000770349,0.0003211755,0.008358647,0.00136736,0.003411593,0.07576147,0.06692888,0.8423825],"study_design_scores_gemma":[0.00002916371,0.0004337785,0.003964185,0.001881009,0.00002249457,0.001186125,0.007560566,0.008060077,0.005712795,0.07578363,0.8952612,0.0001050448],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04732607,0.012734,0.226164,0.03147393,0.00852136,0.001084872,0.0001236562,0.003261435,0.6693107],"genre_scores_gemma":[0.2288259,0.006396926,0.2877117,0.008896955,0.001312556,0.0005603352,0.00023056,0.001949339,0.4641158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01087765,"threshold_uncertainty_score":0.05752724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279724695056964,"score_gpt":0.3187945058863473,"score_spread":0.2908220363806509,"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."}}