{"id":"W4322709735","doi":"10.1525/gfc.2023.23.1.iv","title":"An Academic Diptych","year":2023,"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":"Icon; Download; Citation; Honour; Human sexuality; Sociology; Media studies; Art history; Table of contents; History; Library science; World Wide Web; Gender studies; Computer science; Archaeology","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":[0.0003134894,0.00009430619,0.0001289845,0.000007725259,0.0001941384,0.00003376644,0.00029448,0.00007761854,0.00004699784],"category_scores_gemma":[0.000008184572,0.00002449337,0.00007485638,0.0001441956,0.00004560226,0.0001739604,0.00003583914,0.0003203471,0.00001369726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000662651,"about_ca_system_score_gemma":0.000004953378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003468577,"about_ca_topic_score_gemma":0.00001957519,"domain_scores_codex":[0.9993799,0.00006668854,0.0001933544,0.00008066101,0.0001068906,0.0001725577],"domain_scores_gemma":[0.9996383,0.00003250375,0.0001423033,0.00003681582,0.00003949574,0.0001105975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001700613,0.00005632576,0.003832148,0.000003506156,0.00008245838,0.000006231242,0.002879568,0.00006714275,0.8645223,0.0002295801,0.07396416,0.05418655],"study_design_scores_gemma":[0.0008659703,0.006737574,0.4927969,0.00007748241,0.0001984401,0.0008085411,0.01145208,0.00007902973,0.008147513,0.007660949,0.4707343,0.0004411722],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952139,0.0005788098,0.000002025021,0.003887361,0.0001028175,0.00005018478,0.00001298426,0.00001913853,0.0001328274],"genre_scores_gemma":[0.998034,0.0003840661,0.00003273138,0.0001431411,0.0009627388,7.985194e-7,0.000009276453,7.381403e-7,0.0004325346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8563747,"threshold_uncertainty_score":0.1493175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742318965348228,"score_gpt":0.2287422990651114,"score_spread":0.2113191094116291,"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."}}