{"id":"W4280536102","doi":"10.1017/s1368980022001173","title":"A collective call to strengthen monitoring and evaluation efforts to support healthy and sustainable food systems: ‘The Accountability Pact’","year":2022,"lang":"en","type":"article","venue":"Public Health Nutrition","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Accountability; Food systems; Civil society; Business; Summit; Public relations; Political science; Prosperity; Economic growth; Environmental resource management; Food security; Economics; Politics","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":[0.4072168,0.001820997,0.00265849,0.007022425,0.01071434,0.03534124,0.005993832,0.02474633,0.00853406],"category_scores_gemma":[0.4079367,0.001489483,0.00261832,0.005174008,0.03315856,0.04364429,0.03161498,0.04813113,0.002784074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01361201,"about_ca_system_score_gemma":0.1146195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008087565,"about_ca_topic_score_gemma":0.007677095,"domain_scores_codex":[0.6716519,0.2275264,0.01775751,0.01322335,0.05657272,0.01326801],"domain_scores_gemma":[0.3639275,0.3526859,0.04045649,0.06334008,0.1245066,0.05508336],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001386434,0.0003067561,0.009667096,0.001868168,0.0003546241,0.0003805751,0.01930966,0.001734064,0.00192618,0.20949,0.5141706,0.2406537],"study_design_scores_gemma":[0.00007040206,0.000262229,0.00700041,0.003859505,0.00008296537,0.000262224,0.01064327,0.001752971,0.001050643,0.218518,0.7561861,0.0003113016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00137667,0.002568186,0.01240369,0.972326,0.005057033,0.0001316025,0.0000595107,0.0001946272,0.005882751],"genre_scores_gemma":[0.1664223,0.009412537,0.1168554,0.6773564,0.01267447,0.001650257,0.0006297169,0.0009004653,0.0140985],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5927832,"threshold_uncertainty_score":0.7310072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08286145241729577,"score_gpt":0.349855287967355,"score_spread":0.2669938355500593,"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."}}