{"id":"W2996731041","doi":"10.3138/cjpe.68004","title":"Revisiting Contribution Analysis","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Set (abstract data type); Epistemology; Positive economics; Causal analysis; Narrative; Key (lock); Sociology; Economics; Computer science; Econometrics; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.1447931,0.002320757,0.001868114,0.01158522,0.008483631,0.01547138,0.007409976,0.005425608,0.01921032],"category_scores_gemma":[0.2524429,0.001014044,0.003270308,0.009527015,0.02731362,0.03116143,0.01638599,0.01054615,0.003145122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01366427,"about_ca_system_score_gemma":0.01564497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005424893,"about_ca_topic_score_gemma":0.004099478,"domain_scores_codex":[0.8375855,0.1138888,0.006426147,0.01139001,0.02726659,0.003442959],"domain_scores_gemma":[0.6595421,0.252746,0.01150673,0.02687477,0.04694675,0.00238366],"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":[0.00004779848,0.00003466893,0.001469404,0.0006378937,0.0001078848,0.0001320725,0.008657114,0.0009049669,0.0000830348,0.932396,0.00846075,0.04706848],"study_design_scores_gemma":[0.00002960015,0.0000300999,0.0007217259,0.001521508,0.00007537082,0.0001285475,0.004065052,0.004394604,0.0004661818,0.9052663,0.08326541,0.00003554532],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01758275,0.007140194,0.7351795,0.06402627,0.005026862,0.0009416489,0.0005884747,0.000612558,0.1689017],"genre_scores_gemma":[0.656426,0.004501286,0.2982156,0.01104109,0.002952911,0.002055189,0.0006152268,0.0008889288,0.0233037],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1447931,"threshold_uncertainty_score":0.7657484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2744377398669307,"score_gpt":0.5383881020311411,"score_spread":0.2639503621642104,"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."}}