{"id":"W4395484665","doi":"10.1111/anti.13046","title":"<scp>Ultra‐Processed</scp> Food, Depletion, and Social Reproduction: A Conceptual Intervention","year":2024,"lang":"en","type":"article","venue":"Antipode","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Reproduction; Social reproduction; Consumption (sociology); Conceptual framework; Food processing; Sociology; Social science; Biology; Ecology; Food science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003456587,0.0004160986,0.0002349178,0.001945601,0.003248296,0.004108252,0.001115736,0.001699874,0.006104351],"category_scores_gemma":[0.002626754,0.0001633111,0.0004617889,0.001565662,0.03091833,0.003802151,0.004891931,0.002329302,0.0002372604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0043611,"about_ca_system_score_gemma":0.004272853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002834777,"about_ca_topic_score_gemma":0.003299151,"domain_scores_codex":[0.9971596,0.00239136,0.00005511135,0.0001121725,0.0001781053,0.0001036264],"domain_scores_gemma":[0.9965284,0.002414929,0.0003664062,0.0001961323,0.0002843133,0.0002098706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001227091,0.0001024563,0.001016025,0.0001846301,0.000007528417,0.00008019933,0.02143944,0.0001847138,0.0001523236,0.9675207,0.001578772,0.007721087],"study_design_scores_gemma":[0.00006820443,0.0001767792,0.008053157,0.001153298,0.00004779531,0.0003591033,0.1097882,0.002982655,0.0006539567,0.7290571,0.147616,0.00004361193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2352822,0.01074057,0.07092752,0.1470796,0.0009830397,0.000973968,0.0002520102,0.000101922,0.5336592],"genre_scores_gemma":[0.9798465,0.001889941,0.00953538,0.002689426,0.0001347304,0.0006361571,0.00003605427,0.00001063732,0.005221234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006104351,"threshold_uncertainty_score":0.03164208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834378201205441,"score_gpt":0.2928975888709616,"score_spread":0.2645538068589072,"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."}}