{"id":"W7132575068","doi":"","title":"Food as Voice","year":2025,"lang":"en","type":"other","venue":"MiCISAN","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food systems; Consumption (sociology); Identity (music); Globalization; Food studies; Variety (cybernetics)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006152984,0.0002734646,0.0002918764,0.0003943097,0.00002117526,0.00002706954,0.0003802574,0.0003135835,0.01873495],"category_scores_gemma":[0.00005914362,0.0002802523,0.0001002689,0.0002446912,0.00004684443,0.00001108487,0.00009528224,0.0002221402,0.2008888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007182777,"about_ca_system_score_gemma":0.00013786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031349,"about_ca_topic_score_gemma":0.001312954,"domain_scores_codex":[0.9989915,0.00004557314,0.0001242632,0.0003679025,0.0002047205,0.0002660014],"domain_scores_gemma":[0.9991595,0.00002434769,0.0001105558,0.0006293595,0.00001776134,0.00005845816],"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":[0.000008509352,0.00003101995,0.00002458384,0.00004528531,0.0001338156,0.000007800446,0.00003488118,1.357975e-7,0.0002216191,0.001323607,0.9974189,0.0007498184],"study_design_scores_gemma":[0.0002557106,0.00005644069,0.00002448532,0.0002629231,0.00006010664,0.000002688733,0.00002173513,9.455574e-7,0.0002280791,0.0003647242,0.9984573,0.0002648738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000450793,0.002103609,0.00001615434,0.00004626829,0.0004992827,0.0002677962,0.0007432675,0.0008619901,0.9954166],"genre_scores_gemma":[0.0006082551,0.00001351805,0.0002834641,0.0003618014,0.0004396488,0.00001424579,0.0001178574,0.001411969,0.9967492],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1821539,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241943491422748,"score_gpt":0.266542833245279,"score_spread":0.2541233983310515,"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."}}