{"id":"W2889617648","doi":"10.1002/hpja.207","title":"New frontiers in community initiatives to increase vegetable consumption","year":2018,"lang":"en","type":"review","venue":"Health Promotion Journal of Australia","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health promotion; Psychological intervention; Social marketing; Population health; Public health; Public relations; Sustainability; Community health; Consumption (sociology); Food systems; Promotion (chess); Marketing; Environmental health; Medicine; Business; Political science; Sociology; Food security; Nursing; Agriculture; Social science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002320893,0.0003699245,0.002564877,0.0007267084,0.0001316004,0.00003220338,0.0002572672,0.0002769875,0.0001929242],"category_scores_gemma":[0.0003804514,0.0003094892,0.0003688167,0.0005355019,0.00008486956,0.0003979276,0.00008154865,0.002323454,0.0001681486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036719,"about_ca_system_score_gemma":0.001586883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004936682,"about_ca_topic_score_gemma":0.000073115,"domain_scores_codex":[0.995128,0.002237888,0.001481766,0.0002140736,0.0004817655,0.0004565401],"domain_scores_gemma":[0.996551,0.0001345995,0.001611188,0.0003613357,0.0002828699,0.001059046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004576238,0.03352119,0.05609477,0.2541559,0.001219719,0.0002980926,0.00259177,0.000003359228,0.000003889096,0.0003377997,0.163355,0.4879609],"study_design_scores_gemma":[0.003410771,0.01333386,0.2080012,0.1725678,0.001294681,0.0009383732,0.0001328821,0.000002847649,0.00001748643,0.00146459,0.5980982,0.0007373426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04358293,0.947621,0.0008975095,0.001508846,0.002303539,0.003814639,0.00007227293,0.0000487015,0.0001505168],"genre_scores_gemma":[0.009656067,0.9810548,0.007414774,0.0001312467,0.001066186,0.00001576262,0.00006394986,0.00005403873,0.0005432084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4872236,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2117279861543739,"score_gpt":0.4608109805504139,"score_spread":0.2490829943960401,"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."}}