{"id":"W4353055504","doi":"10.3138/cjpe.75430","title":"Causality and Complexity in Evaluating Equity Interventions: Conceptual Issues That Need to Be Addressed in Theory-Driven Evaluation Approaches","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Causality (physics); Variety (cybernetics); Psychological intervention; Equity (law); Management science; Causal model; Conceptual framework; Risk analysis (engineering); Positive economics; Psychology; Computer science; Sociology; Economics; Political science; Business; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.3527017,0.002799104,0.006449667,0.008008849,0.004144562,0.01560726,0.006588077,0.006213282,0.01028109],"category_scores_gemma":[0.5485412,0.001778617,0.004885807,0.005341758,0.02751213,0.03076865,0.01199645,0.01286824,0.000506555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01740094,"about_ca_system_score_gemma":0.0256892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006895921,"about_ca_topic_score_gemma":0.008587788,"domain_scores_codex":[0.6325803,0.3122342,0.01372539,0.007520469,0.03125493,0.002684781],"domain_scores_gemma":[0.2626984,0.6934296,0.01451032,0.01446262,0.01269311,0.002206075],"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":[0.0002190311,0.0002179391,0.003826911,0.003665977,0.0006938029,0.00008944892,0.002413507,0.01523761,0.0001733113,0.9188044,0.001133184,0.05352477],"study_design_scores_gemma":[0.0001132918,0.0001466685,0.0006609552,0.001556883,0.0002115061,0.00003404886,0.0007267662,0.01211589,0.0003183909,0.9811739,0.002892672,0.00004911394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01883496,0.01139746,0.8521821,0.08225957,0.001510965,0.004936446,0.0004036911,0.0002044077,0.02827038],"genre_scores_gemma":[0.467712,0.005948493,0.5053768,0.007183211,0.0006968803,0.01123784,0.000187798,0.0001453155,0.001511639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3527017,"threshold_uncertainty_score":0.7982341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.921309918994153,"score_gpt":0.6511159997897381,"score_spread":0.2701939192044149,"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."}}