{"id":"W2998328657","doi":"10.56645/jmde.v15i33.539","title":"Using Action Research to Build Evaluation Capacity in Public Health Organizations","year":2019,"lang":"en","type":"article","venue":"Journal of MultiDisciplinary Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Capacity building; Public health; Action research; Qualitative research; Data collection; Action (physics); Program evaluation; Public relations; Medical education; Psychology; Political science; Sociology; Medicine; Nursing; Public administration; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1507688,0.0001555965,0.0004026162,0.002888237,0.0004248057,0.0003114785,0.0005842885,0.000114285,0.00263456],"category_scores_gemma":[0.01187545,0.0001262624,0.00009136929,0.0054733,0.00004708282,0.002251493,0.0001716484,0.0005575411,0.0004028584],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003213295,"about_ca_system_score_gemma":0.005832805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006654676,"about_ca_topic_score_gemma":0.0004910512,"domain_scores_codex":[0.9784869,0.006539054,0.002163814,0.0004874468,0.01183186,0.0004909032],"domain_scores_gemma":[0.9824738,0.000997468,0.001230888,0.0005626535,0.01444561,0.0002895573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001396358,0.0006770688,0.2780677,0.00002236143,0.00003021142,9.623441e-7,0.01788604,0.5484121,0.01844817,0.0005066087,0.001343399,0.1344657],"study_design_scores_gemma":[0.001405676,0.0004435903,0.3869733,0.00008482278,0.00001376599,0.000020698,0.007402115,0.5974493,0.0002675965,0.005192472,0.0006340464,0.000112611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752389,0.00008772983,0.008164819,0.0127372,0.0013491,0.001709353,0.000004199184,0.000007879612,0.0007008599],"genre_scores_gemma":[0.9921501,0.00002427776,0.007297126,0.0001120133,0.0002421334,0.00002305033,0.00001346829,0.0000173419,0.0001204642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1388934,"threshold_uncertainty_score":0.9998032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8641173841470653,"score_gpt":0.654224582662043,"score_spread":0.2098928014850223,"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."}}