{"id":"W4414205631","doi":"10.52537/humanimalia.22631","title":"Food for Thought","year":2025,"lang":"en","type":"article","venue":"Humanimalia","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Food supply; Government (linguistics); Subject (documents)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001377044,0.001232699,0.001187563,0.003341033,0.001976043,0.006538759,0.001660235,0.003475918,0.261718],"category_scores_gemma":[0.01231034,0.000461796,0.0008129966,0.002595115,0.002304827,0.005915459,0.003597219,0.005583885,0.1264442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003866988,"about_ca_system_score_gemma":0.005908083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006590387,"about_ca_topic_score_gemma":0.009606761,"domain_scores_codex":[0.9985688,0.00028576,0.0001157962,0.0003289497,0.0005518936,0.0001488252],"domain_scores_gemma":[0.9955916,0.001126463,0.0003249921,0.0003202799,0.001953774,0.0006829023],"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":[0.000006683214,0.000004474275,0.00002417945,0.0002903027,0.000003117001,0.00003330075,0.00008365064,0.0000117468,0.00002881684,0.002861071,0.948948,0.04770472],"study_design_scores_gemma":[0.000001617552,0.000001490845,0.00004098257,0.0004324391,0.000001460161,0.00005099002,0.00006835958,0.000003181981,0.000005092847,0.0007073969,0.9986848,0.000002137746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0001788592,0.5144411,0.000722869,0.1827792,0.1197339,0.00007228125,0.0008503019,0.0002570528,0.1809644],"genre_scores_gemma":[0.006065381,0.2853523,0.001037711,0.1380087,0.05968168,0.0001776671,0.001476382,0.0004598034,0.5077404],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.261718,"threshold_uncertainty_score":0.8755338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746573190005791,"score_gpt":0.2576844268089317,"score_spread":0.2202186949088738,"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."}}