{"id":"W4403250772","doi":"10.1002/ev.20615","title":"Using contribution analysis to assess evaluation capacity outcomes in community organizations","year":2024,"lang":"en","type":"article","venue":"New Directions for Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Ottawa","funders":"","keywords":"Evaluation methods; Capacity building; Program evaluation; Process management; Business; Political science; Public administration; Economic growth; Economics; Engineering","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":[0.1331756,0.0008381415,0.0009471989,0.01574988,0.002683747,0.00612035,0.001894073,0.0007618454,0.004338236],"category_scores_gemma":[0.2660719,0.0004206979,0.001299594,0.009617411,0.002748136,0.005954213,0.007400456,0.001352476,0.0004482051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008764398,"about_ca_system_score_gemma":0.009895675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005603034,"about_ca_topic_score_gemma":0.006007421,"domain_scores_codex":[0.8738123,0.1008664,0.005151742,0.002397954,0.01522503,0.002546562],"domain_scores_gemma":[0.602225,0.2909961,0.03155084,0.01260599,0.05851694,0.004105104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002267945,0.002885784,0.3183703,0.00551858,0.001084576,0.0002499357,0.04496251,0.01251718,0.001767238,0.04773562,0.006859386,0.555781],"study_design_scores_gemma":[0.0009297307,0.01025687,0.6057053,0.007188572,0.002010221,0.0003805595,0.1328061,0.07195381,0.02307383,0.08735606,0.05762709,0.0007119321],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8480289,0.001187414,0.06908111,0.001886221,0.0001464547,0.008467887,0.001562017,0.0003906419,0.06924925],"genre_scores_gemma":[0.9714293,0.0002005192,0.0225943,0.00008135007,0.00001604232,0.004445211,0.00035037,0.00002873676,0.0008540196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1331756,"threshold_uncertainty_score":0.7043085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.538010031454944,"score_gpt":0.5850516251312451,"score_spread":0.04704159367630112,"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."}}