{"id":"W2954642937","doi":"10.1111/obr.12905","title":"Reply to the article: “What principles should guide interactions between population health researchers and the food industry? Systematic scoping review of peer‐reviewed and grey literature”","year":2019,"lang":"en","type":"letter","venue":"Obesity Reviews","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Health and Medical Research Council; International Development Research Centre","keywords":"Public health; Library science; Epidemiology; Population health; Population; Gerontology; Medicine; Environmental health; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0225812,0.0003589676,0.002457157,0.0001601637,0.0003649266,0.0006280087,0.0005336736,0.0002983402,0.00002537905],"category_scores_gemma":[0.0189499,0.0001840282,0.0002329418,0.0007804017,0.0001036797,0.0008181235,0.0005189009,0.001841101,0.00006571173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077967,"about_ca_system_score_gemma":0.00008898733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003398851,"about_ca_topic_score_gemma":0.0002615595,"domain_scores_codex":[0.9939349,0.002066113,0.00243378,0.0005004052,0.0004893497,0.0005754062],"domain_scores_gemma":[0.9944558,0.001334732,0.002417372,0.001165487,0.0005714766,0.00005513929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001489435,0.000003086063,0.0008498197,0.3756605,0.00002433217,2.824219e-7,0.00003969241,7.133751e-7,8.459211e-9,0.0004157829,0.621803,0.001201246],"study_design_scores_gemma":[0.00008431639,0.00001216739,0.000840346,0.3610626,0.0001224105,0.000005106674,0.00002699136,0.00002936865,7.955992e-9,0.00005437216,0.6376622,0.0001001213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001633731,0.3430385,0.00001243148,0.6495519,0.0002194543,0.00676523,0.000008482112,0.00001489065,0.0002257212],"genre_scores_gemma":[0.00005236676,0.2537398,0.00006275005,0.743641,0.001659343,0.0002512961,0.0001428216,0.00002099963,0.0004296452],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09408911,"threshold_uncertainty_score":0.9893139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.244061344908378,"score_gpt":0.4264284324265625,"score_spread":0.1823670875181845,"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."}}