{"id":"W1958376939","doi":"10.56645/jmde.v6i11.207","title":"Debating Professional Designations for Evaluators","year":2009,"lang":"en","type":"article","venue":"Journal of MultiDisciplinary Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Process (computing); Psychology; Political science; Sociology; Engineering ethics; Pedagogy; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4888549,0.001225287,0.001800392,0.005520723,0.0375647,0.02990982,0.008865093,0.0152934,0.004124198],"category_scores_gemma":[0.5414956,0.002242993,0.001379326,0.003236885,0.06143333,0.01738069,0.02150448,0.02493335,0.001422583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1034716,"about_ca_system_score_gemma":0.1732771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1026617,"about_ca_topic_score_gemma":0.1373076,"domain_scores_codex":[0.3784954,0.4202171,0.02613862,0.01895508,0.1301212,0.02607246],"domain_scores_gemma":[0.3152325,0.312316,0.02228969,0.02846448,0.2936152,0.02808207],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002293292,0.0001470711,0.003844663,0.0008382746,0.00009010795,0.0007830533,0.280177,0.001693915,0.001650243,0.4202496,0.168489,0.1218077],"study_design_scores_gemma":[0.0001078398,0.0000892204,0.001374765,0.002281516,0.0000480918,0.0003318465,0.1270341,0.002269251,0.001859595,0.1037006,0.7605997,0.0003035083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03786726,0.006768311,0.120491,0.7268125,0.01085584,0.001350803,0.00008717358,0.0004439656,0.09532309],"genre_scores_gemma":[0.7062221,0.003227183,0.08602107,0.1495493,0.002956663,0.002144437,0.0001223067,0.0007995758,0.04895737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5111451,"threshold_uncertainty_score":0.7507428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3373365539722523,"score_gpt":0.5875076878738227,"score_spread":0.2501711339015704,"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."}}