{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4320038,0.004382788,0.007891704,0.02464014,0.01104273,0.04490313,0.01410841,0.02266658,0.009436962],"category_scores_gemma":[0.4494573,0.004165722,0.005528004,0.0141049,0.02740484,0.04586958,0.02273045,0.01382435,0.002082853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03765525,"about_ca_system_score_gemma":0.1110463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03216255,"about_ca_topic_score_gemma":0.02559783,"domain_scores_codex":[0.5510854,0.3406487,0.03564971,0.01606541,0.04854994,0.008000859],"domain_scores_gemma":[0.4587522,0.3787996,0.03027698,0.04074299,0.08127632,0.01015187],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006564124,0.0001503805,0.001698557,0.001119494,0.0002527139,0.0001129362,0.001488023,0.008735564,0.0001460893,0.9071945,0.01380294,0.0652331],"study_design_scores_gemma":[0.0001733367,0.0001843345,0.001138454,0.004183658,0.0003475744,0.0001102221,0.001199545,0.01914115,0.0008005215,0.9173061,0.05528932,0.0001258226],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001993145,0.003865091,0.8676848,0.07911122,0.0005663896,0.007358335,0.0009478953,0.001110369,0.03736278],"genre_scores_gemma":[0.07629766,0.001752334,0.9056823,0.003921667,0.0005341245,0.007917435,0.0005484218,0.0001640107,0.003181992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5679961,"threshold_uncertainty_score":0.7004404,"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."}}