{"id":"W3046506028","doi":"10.5384/sjovs.vol13i1p10-18","title":"Group Work and Peer Assessment in Optometry Higher Education.","year":2020,"lang":"en","type":"article","venue":"Scandinavian Journal of Optometry and Visual Science","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summative assessment; Formative assessment; Medical education; Medicine; Peer assessment; Quarter (Canadian coin); Scale (ratio); Optometry; Perception; Psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01354448,0.0004251919,0.0005186484,0.001337964,0.002376495,0.003300176,0.001145094,0.001082836,0.01155423],"category_scores_gemma":[0.02652269,0.0001868111,0.0003821961,0.001054053,0.002097527,0.002049173,0.004426369,0.001336913,0.002727557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001464506,"about_ca_system_score_gemma":0.005030945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526742,"about_ca_topic_score_gemma":0.003846508,"domain_scores_codex":[0.9815657,0.01265328,0.0005573931,0.0009423078,0.003485081,0.0007961618],"domain_scores_gemma":[0.9835955,0.007538078,0.001634047,0.001040141,0.001640239,0.00455201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001582395,0.001403323,0.02316623,0.0007477776,0.00003871265,0.0001949415,0.01841151,0.0003037317,0.000645172,0.006605757,0.01604489,0.9322798],"study_design_scores_gemma":[0.000288959,0.004390168,0.2894421,0.003746259,0.0001172501,0.002579733,0.07223001,0.002791475,0.002166017,0.04708957,0.5749408,0.0002175692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5309778,0.05390063,0.04414559,0.03409196,0.007053369,0.001949243,0.0001877492,0.0009062758,0.3267873],"genre_scores_gemma":[0.931605,0.007449669,0.02415389,0.001847318,0.0009966649,0.0007017296,0.0001092506,0.00008379859,0.03305275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01354448,"threshold_uncertainty_score":0.07163095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330056118113239,"score_gpt":0.4564494515526091,"score_spread":0.4331488903714767,"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."}}