{"id":"W4408305708","doi":"10.1525/gfc.2025.25.1.iv","title":"Editorial Letter","year":2025,"lang":"en","type":"article","venue":"Gastronomica The Journal of Food and Culture","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001689733,0.00007898408,0.0001173035,0.00000489847,0.0001524821,0.00004260136,0.0001879552,0.00006283004,0.00003505565],"category_scores_gemma":[0.000009583713,0.00001982153,0.00008440786,0.0000655838,0.00004123656,0.0000837835,0.00003908447,0.000222869,0.000002242466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008523741,"about_ca_system_score_gemma":0.000006704411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004182915,"about_ca_topic_score_gemma":0.00002686301,"domain_scores_codex":[0.9995444,0.00004379103,0.0001611652,0.00005894573,0.00008170728,0.0001099361],"domain_scores_gemma":[0.9997397,0.00003382051,0.0001035654,0.00002647264,0.00005644513,0.00004000354],"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":[0.00008691007,0.00002236403,0.0002405811,0.000001173723,0.00004420327,3.38282e-7,0.0001760536,0.000002626881,0.06312347,0.00009828029,0.9298825,0.006321501],"study_design_scores_gemma":[0.0002125582,0.0004323499,0.004718294,0.00001739054,0.00004705745,0.00002220549,0.0002845453,6.03307e-7,0.001155716,0.00106463,0.9919971,0.00004754437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734949,0.00101034,0.00001008423,0.01538502,0.009032142,0.00006714795,0.000008625409,0.00000692703,0.0009847807],"genre_scores_gemma":[0.9526642,0.00008414263,0.0000628518,0.0006994786,0.04529897,7.35542e-7,0.000002487707,3.670266e-7,0.0011868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06211461,"threshold_uncertainty_score":0.1172784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00540271622473295,"score_gpt":0.1866216858172565,"score_spread":0.1812189695925236,"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."}}