{"id":"W4416224065","doi":"10.1016/j.anzjph.2025.100290","title":"Landscape analysis of prominent investors in the Australian food industry","year":2025,"lang":"en","type":"article","venue":"Australian and New Zealand Journal of Public Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Hatch; National Health and Medical Research Council; Deakin University","keywords":"Population; Food industry; Food supply; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264016,0.0001128547,0.000216625,0.0032725,0.0006635067,0.00148409,0.0003756425,0.0002923961,0.003280747],"category_scores_gemma":[0.004470252,0.0001105707,0.0002000882,0.00293256,0.0004024624,0.0008115167,0.00122015,0.0002114027,0.0002527189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655235,"about_ca_system_score_gemma":0.0009785687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0328184,"about_ca_topic_score_gemma":0.04976013,"domain_scores_codex":[0.9991191,0.0003228839,0.00005404099,0.0001188667,0.0002113415,0.0001738017],"domain_scores_gemma":[0.9977239,0.0005063395,0.0009418,0.00008856555,0.0005071122,0.0002323016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001559852,0.00006417696,0.9152757,0.0001788185,0.00006618878,0.001064126,0.008935059,0.0009209136,0.001500486,0.003115562,0.002525275,0.06619775],"study_design_scores_gemma":[0.000004247362,0.00007214984,0.9752104,0.00006717925,0.00002580642,0.0002835487,0.01146586,0.003332421,0.000238705,0.0007993574,0.008488682,0.0000115363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898117,0.000481529,0.0008871133,0.0003948616,0.000005011652,0.00007353297,0.0005034188,0.000009637648,0.00783322],"genre_scores_gemma":[0.9971477,0.0001920225,0.0006528832,0.00005584643,0.000003490242,0.00002984458,0.0002300784,0.000002796399,0.001685377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0328184,"threshold_uncertainty_score":0.06525475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099881513704243,"score_gpt":0.3494242355229112,"score_spread":0.239436084152487,"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."}}