{"id":"W3031535673","doi":"10.3138/cjpe.61660","title":"A Transdisciplinary Model of Program Outcomes for Enhanced Evaluation Practice","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Taxonomy (biology); Management science; Context (archaeology); Psychology; Program evaluation; Cognition; Computer science; Knowledge management; Process management; Political science; Ecology; Business; Engineering","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":[0.07079374,0.001244037,0.0008489899,0.007046702,0.002597123,0.01018095,0.002922073,0.003263846,0.01080717],"category_scores_gemma":[0.09594746,0.0005972565,0.001809554,0.005756155,0.01292069,0.01633812,0.006773606,0.00431941,0.001186086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01085488,"about_ca_system_score_gemma":0.01298186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003707984,"about_ca_topic_score_gemma":0.003701257,"domain_scores_codex":[0.9206824,0.06669853,0.002691777,0.002620698,0.006176466,0.001129989],"domain_scores_gemma":[0.9149976,0.0594815,0.003304011,0.007251381,0.01274997,0.002215543],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004653768,0.0001126419,0.001539037,0.0002979424,0.00003761809,0.00005644663,0.003972187,0.002926945,0.00009462223,0.9563186,0.0008580501,0.03373942],"study_design_scores_gemma":[0.0001135308,0.0002560972,0.00185726,0.001096529,0.0001046127,0.0001649127,0.002988809,0.02898076,0.0003915767,0.9416423,0.02236622,0.00003751936],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01288822,0.0008628981,0.8483451,0.01441697,0.0001807155,0.001436814,0.0001739408,0.0002494506,0.1214458],"genre_scores_gemma":[0.4730837,0.0007349374,0.516084,0.001026587,0.00009055904,0.004154169,0.0001792103,0.0001071179,0.004539663],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9292063,"threshold_uncertainty_score":0.3743976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6071453782410605,"score_gpt":0.6059684492511166,"score_spread":0.001176928989943926,"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."}}