{"id":"W3137926421","doi":"10.3138/cjpe.71156","title":"Establishing and Developing Professional Evaluator Dispositions","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Professional development; Order (exchange); Engineering ethics; Pedagogy; Medical education; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08967573,0.0002628574,0.0003890431,0.002675043,0.003372908,0.005923663,0.001122555,0.0009140561,0.002828035],"category_scores_gemma":[0.1343627,0.0004988346,0.0004086699,0.000717069,0.002369671,0.003431883,0.006703699,0.002110263,0.001031135],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004157952,"about_ca_system_score_gemma":0.01692008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551353,"about_ca_topic_score_gemma":0.00413949,"domain_scores_codex":[0.9611442,0.0265314,0.002400048,0.001659523,0.006505939,0.001758865],"domain_scores_gemma":[0.8485129,0.05563454,0.01642376,0.01504443,0.05139643,0.01298789],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003273986,0.001843762,0.2114976,0.0007513263,0.00006582984,0.000441157,0.07425091,0.001416135,0.005725055,0.03123117,0.02162806,0.6508216],"study_design_scores_gemma":[0.0003671058,0.004392581,0.415494,0.007088877,0.0002596198,0.001644924,0.1898563,0.01848732,0.03388757,0.07514394,0.2527764,0.0006014173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7946658,0.001021261,0.1101185,0.01336781,0.0005593768,0.00311803,0.0001581895,0.0007223753,0.07626861],"genre_scores_gemma":[0.9097958,0.0004448218,0.08271798,0.0007847653,0.00005695044,0.001127152,0.0001601339,0.00005302369,0.004859398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.995842,"threshold_uncertainty_score":0.4742563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.363221892424533,"score_gpt":0.5554788230819199,"score_spread":0.1922569306573869,"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."}}