{"id":"W2732819684","doi":"10.3138/cjpe.20.006","title":"Evaluator Competencies in University-Based Evaluation Training Programs","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credentialing; Accreditation; Licensure; Certificate; Taxonomy (biology); Competence (human resources); Computer science; Medical education; Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.08040453,0.0004263094,0.0005821008,0.003849098,0.003010608,0.00664692,0.00200669,0.001812212,0.005537992],"category_scores_gemma":[0.1060068,0.0005074252,0.0003740812,0.001865434,0.004696558,0.006581387,0.008502889,0.003306116,0.0009428078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007107804,"about_ca_system_score_gemma":0.0285188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00317037,"about_ca_topic_score_gemma":0.00543895,"domain_scores_codex":[0.9176633,0.06173225,0.005109314,0.001711172,0.01125878,0.002525131],"domain_scores_gemma":[0.8736761,0.06451932,0.008238139,0.008433678,0.03449486,0.01063786],"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":[0.0003020623,0.001398705,0.07055115,0.001735651,0.0000470727,0.0002467972,0.03212453,0.005016357,0.001919307,0.2650756,0.02259483,0.5989879],"study_design_scores_gemma":[0.0003505109,0.002616148,0.1640207,0.01071468,0.0001215314,0.001817152,0.06441143,0.04918636,0.02128867,0.3690838,0.315919,0.0004702157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2773012,0.004267698,0.4884109,0.02456981,0.0007547644,0.003616709,0.000315224,0.001427205,0.1993366],"genre_scores_gemma":[0.8170344,0.001121936,0.1700388,0.001308499,0.00007797637,0.001584074,0.0001944074,0.0001146894,0.008525131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08040453,"threshold_uncertainty_score":0.4252248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4101080033795569,"score_gpt":0.5034090358417598,"score_spread":0.09330103246220289,"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."}}