{"id":"W3209748599","doi":"10.3138/cjpe.72730","title":"Conclusion: Transforming Evaluation Practice for “Business Unusual”","year":2021,"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":"Key (lock); Business; Business practice; Clinical Practice; Process management; Knowledge management; Psychology; Computer science; Business administration; Medicine; Nursing; Computer security","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":[0.05018012,0.0007137954,0.0005287119,0.0009664163,0.002548928,0.00715646,0.003272248,0.01035809,0.02185132],"category_scores_gemma":[0.2028877,0.0002470787,0.001021653,0.001021311,0.005875621,0.009960103,0.006379461,0.01123477,0.00763333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006675887,"about_ca_system_score_gemma":0.03706459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007997817,"about_ca_topic_score_gemma":0.01199146,"domain_scores_codex":[0.9598328,0.02209183,0.002964086,0.001902711,0.01124834,0.001960107],"domain_scores_gemma":[0.8276997,0.07035179,0.007535187,0.007725964,0.07212389,0.01456348],"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":[0.0002557873,0.0001864152,0.00344347,0.001936054,0.00007919652,0.0003372944,0.002528439,0.0004302755,0.0003906757,0.04394257,0.8482792,0.09819055],"study_design_scores_gemma":[0.0002158811,0.0001697089,0.006279277,0.009691582,0.0001480382,0.0008726297,0.01390458,0.001114814,0.001540865,0.1407289,0.8251987,0.0001350011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001014869,0.001433697,0.004878956,0.9792472,0.007533599,0.000140762,0.0001101711,0.0001442042,0.005496657],"genre_scores_gemma":[0.08121847,0.003241729,0.02785808,0.8653024,0.008250955,0.0006332938,0.0003598659,0.0002167133,0.01291847],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05018012,"threshold_uncertainty_score":0.265381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4903320513145368,"score_gpt":0.5952244765647577,"score_spread":0.104892425250221,"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."}}