{"id":"W1926091675","doi":"10.47678/cjhe.v32i2.183415","title":"Review of The Art of Evaluation: A Handbook for Educators and Trainers","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medical education; Sociology; Engineering ethics; Pedagogy; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007736769,0.00123752,0.001800118,0.007764437,0.0009115592,0.006826305,0.001889538,0.002246169,0.01713326],"category_scores_gemma":[0.02545802,0.0008132491,0.0006466238,0.008315955,0.002569093,0.004908689,0.001620834,0.002947578,0.01423622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004574196,"about_ca_system_score_gemma":0.008847493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005451397,"about_ca_topic_score_gemma":0.01087025,"domain_scores_codex":[0.9909088,0.003824946,0.001036482,0.0003980687,0.003627368,0.0002043457],"domain_scores_gemma":[0.9734287,0.01683219,0.001256685,0.001158536,0.006665013,0.0006589019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001970828,0.00003585931,0.00009015391,0.002674506,0.00001715095,0.00003349373,0.0003255453,0.0002331029,0.0001639844,0.01154224,0.6312128,0.3536516],"study_design_scores_gemma":[0.000004233753,0.00001485525,0.0002858438,0.003025427,0.000007594992,0.00008323726,0.0001772052,0.00007531545,0.00005199192,0.006576978,0.9896868,0.0000104973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002110045,0.9204323,0.00830798,0.01768897,0.005928854,0.0002302981,0.0003555325,0.0004389122,0.04640623],"genre_scores_gemma":[0.007049678,0.8413529,0.02932352,0.01489899,0.007020971,0.00116164,0.0008729324,0.0005929625,0.09772635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01713326,"threshold_uncertainty_score":0.05731648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2106208343712564,"score_gpt":0.4851260776622077,"score_spread":0.2745052432909513,"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."}}