{"id":"W4213246394","doi":"10.1016/j.evalprogplan.2022.102053","title":"A comprehensive monitoring and evaluation framework for evidence to policy networks","year":2022,"lang":"en","type":"article","venue":"Evaluation and Program Planning","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Development Research Centre; William and Flora Hewlett Foundation; World Health Organization","keywords":"Accountability; Process management; Knowledge translation; Corporate governance; Monitoring and evaluation; Key (lock); Set (abstract data type); Maturity (psychological); Social network analysis; Knowledge management; Computer science; Business; Political science; Computer security; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009494519,0.000120721,0.0001692087,0.0003160226,0.002548978,0.00005528434,0.0001122003,0.00006631967,0.0001682309],"category_scores_gemma":[0.005196498,0.0001283309,0.00001885776,0.000850078,0.000032581,0.000204058,0.0001872743,0.0003905797,0.000005374786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092817,"about_ca_system_score_gemma":0.0008194625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001015844,"about_ca_topic_score_gemma":0.000003620502,"domain_scores_codex":[0.9956783,0.00199733,0.0005003967,0.0003805387,0.0009135642,0.0005298633],"domain_scores_gemma":[0.9943382,0.004345932,0.0002650712,0.0001685115,0.0006290833,0.0002531685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001913783,0.00002238924,0.0801015,0.0002152276,0.00001921336,4.211448e-7,0.06486598,0.01863862,0.00009773265,0.002350674,0.002556204,0.8309407],"study_design_scores_gemma":[0.002562461,0.001270398,0.3420067,0.001034405,0.0001116233,0.000009711743,0.03829605,0.4792868,0.00001204114,0.009030569,0.1259282,0.0004510334],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416983,0.001740253,0.0224395,0.02000687,0.001047399,0.01269753,0.00002619837,0.0001544857,0.0001894926],"genre_scores_gemma":[0.9506021,0.00002855498,0.02927862,0.006259318,0.0006823765,0.01306809,0.00002229727,0.0000170478,0.00004163644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8304896,"threshold_uncertainty_score":0.9987496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7721486748649585,"score_gpt":0.7477666946812921,"score_spread":0.02438198018366644,"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."}}