{"id":"W4366384698","doi":"10.3138/cjpe.0025.005","title":"Successful Evaluation Management: Engaging Mind and Spirit","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outcome (game theory); Quality (philosophy); Affect (linguistics); Psychology; Key (lock); Evaluation methods; Engineering ethics; Business; Process management; Public relations; Computer science; Political science; Epistemology; Engineering; Philosophy; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03124906,0.0001352096,0.0002052241,0.001037652,0.0002877122,0.0004098454,0.0004041617,0.00006920767,0.007722329],"category_scores_gemma":[0.001304529,0.0001103606,0.00008307442,0.0007088105,0.000109953,0.001061169,0.0000203762,0.0001923931,0.00009293137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002800931,"about_ca_system_score_gemma":0.001750279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003143323,"about_ca_topic_score_gemma":0.006779195,"domain_scores_codex":[0.9949167,0.0007963087,0.0009348377,0.0002630599,0.002806217,0.0002828804],"domain_scores_gemma":[0.9954597,0.0001189463,0.0006971835,0.0002906614,0.002979244,0.0004542014],"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":[0.00001132674,0.00002553131,0.05594159,0.000004552759,0.00003189586,0.000006594761,0.00238955,0.0001384674,0.000006518364,0.0004817524,0.0004837663,0.9404784],"study_design_scores_gemma":[0.003138823,0.0007003672,0.723285,0.0001429579,0.0006491838,0.0001214342,0.01144558,0.155082,0.0002752786,0.04666627,0.05810463,0.0003884111],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486423,0.001019025,0.001188373,0.001063996,0.0009906779,0.001741733,0.000003802013,0.000007345458,0.0453428],"genre_scores_gemma":[0.990713,0.00002124864,0.008821833,0.0001159107,0.0001124484,0.00006720421,0.000007328913,0.000009397293,0.0001316308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9400901,"threshold_uncertainty_score":0.997533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5238099666472505,"score_gpt":0.5252574195694363,"score_spread":0.001447452922185732,"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."}}