{"id":"W4366453408","doi":"10.3138/cjpe.020.002","title":"Ensuring Quality for Evaluation: Lessons from Auditors","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Documentation; Quality assurance; Quality (philosophy); Variety (cybernetics); Quality audit; Business; Point (geometry); Accounting; Process management; Computer science; Marketing","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":[0.5587156,0.001727988,0.002431987,0.006111125,0.01381717,0.03163166,0.006626483,0.009906914,0.002858269],"category_scores_gemma":[0.6229061,0.001785857,0.001637572,0.006664138,0.03414467,0.02651922,0.01568582,0.02102815,0.0007880349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03536398,"about_ca_system_score_gemma":0.1462808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02798056,"about_ca_topic_score_gemma":0.02828307,"domain_scores_codex":[0.4011386,0.489831,0.02845296,0.007362047,0.06455124,0.008664235],"domain_scores_gemma":[0.1788732,0.5583863,0.02383618,0.05555249,0.1661622,0.01718974],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003405541,0.0005000432,0.01280508,0.003812429,0.0002979463,0.0005806611,0.04720318,0.005294644,0.0005607492,0.1711644,0.1004131,0.6570272],"study_design_scores_gemma":[0.000652676,0.0007231031,0.008861854,0.018316,0.000214002,0.0007822228,0.0296114,0.007378082,0.00271685,0.6089078,0.3212598,0.0005761794],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01529597,0.02751918,0.1809328,0.7331759,0.005275179,0.001670858,0.00009237571,0.0008818358,0.03515601],"genre_scores_gemma":[0.6095818,0.01835641,0.2971106,0.06079642,0.003150187,0.002828197,0.0001368059,0.000720174,0.007319442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5587156,"threshold_uncertainty_score":0.5441822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6231916254204312,"score_gpt":0.6243646498296325,"score_spread":0.001173024409201306,"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."}}