{"id":"W2171507080","doi":"10.1177/1356389011430371","title":"Evaluation models and evaluation use","year":2012,"lang":"en","type":"article","venue":"Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Context (archaeology); Management science; Psychological intervention; Process (computing); Perspective (graphical); Field (mathematics); Evaluation methods; Impact evaluation; Systematic review; Affect (linguistics); Program evaluation; Computer science; Knowledge management; Process management; Psychology; Political science; Engineering; Artificial intelligence; Medicine; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2181121,0.002142166,0.002256522,0.01200124,0.003349083,0.02091466,0.003946959,0.006131399,0.007887036],"category_scores_gemma":[0.3121521,0.001160185,0.001941205,0.008572827,0.02389591,0.0227782,0.007331539,0.00480019,0.001317524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01498585,"about_ca_system_score_gemma":0.01250912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003401534,"about_ca_topic_score_gemma":0.001928332,"domain_scores_codex":[0.6575161,0.2860442,0.01653042,0.008882196,0.02821801,0.00280897],"domain_scores_gemma":[0.5127546,0.422274,0.0157223,0.02013012,0.02688184,0.002237112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004066016,0.00004434139,0.001119116,0.0008295538,0.0000997945,0.00005551238,0.001625922,0.002524443,0.00005498298,0.9558261,0.00297789,0.03480178],"study_design_scores_gemma":[0.00007330798,0.00008249567,0.0006350555,0.002016814,0.00007427326,0.0001217195,0.001060507,0.005416949,0.0003110852,0.940789,0.04935731,0.0000615102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01193327,0.02783081,0.6359137,0.05520067,0.001454076,0.00227558,0.0005699868,0.0006620222,0.2641599],"genre_scores_gemma":[0.5661375,0.01462584,0.3948479,0.005917671,0.00137693,0.006570905,0.000473457,0.000369529,0.009680359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2181121,"threshold_uncertainty_score":0.9642069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6626932025379391,"score_gpt":0.5990196685991209,"score_spread":0.06367353393881814,"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."}}