{"id":"W2612615669","doi":"10.1016/j.evalprogplan.2017.05.001","title":"Valuing and embracing complexity: How an understanding of complex interventions needs to shape our evaluation capacities building initiatives","year":2017,"lang":"en","type":"article","venue":"Evaluation and Program Planning","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Psychological intervention; Causality (physics); Intervention (counseling); Management science; Capacity building; Key (lock); Computer science; Process management; Engineering ethics; Public relations; Risk analysis (engineering); Psychology; Engineering; Political science; Business; Economic growth; Computer security; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.1203725,0.001203974,0.001733888,0.003646226,0.009862658,0.02951848,0.004262283,0.005283554,0.006277156],"category_scores_gemma":[0.1636597,0.0008619923,0.001170018,0.002416969,0.04089179,0.03032019,0.02016496,0.01167974,0.0004474965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0165952,"about_ca_system_score_gemma":0.05538837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008544396,"about_ca_topic_score_gemma":0.01372113,"domain_scores_codex":[0.8859264,0.09456067,0.002533841,0.002572173,0.009635284,0.004771638],"domain_scores_gemma":[0.8215261,0.1289164,0.009889216,0.00989447,0.01316893,0.01660488],"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":[0.0001532431,0.0007554133,0.01214897,0.001493123,0.0002615757,0.0003554366,0.07133068,0.004784143,0.001525156,0.7098632,0.009224082,0.1881049],"study_design_scores_gemma":[0.00005242539,0.0002384825,0.005731391,0.002585911,0.0001216978,0.000258064,0.04961939,0.004470125,0.0020989,0.8948497,0.03976791,0.0002060608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1509164,0.006450182,0.255291,0.4531416,0.001004685,0.001665024,0.000121249,0.000310296,0.1310995],"genre_scores_gemma":[0.9009658,0.002431888,0.08658618,0.006886989,0.0001379675,0.00088879,0.00004203435,0.0001137532,0.001946594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1203725,"threshold_uncertainty_score":0.636598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.796484179060009,"score_gpt":0.6287786959034635,"score_spread":0.1677054831565455,"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."}}