{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001468822,0.001252205,0.0009108537,0.002043879,0.00565434,0.01047914,0.001592637,0.00318015,0.5125824],"category_scores_gemma":[0.008544916,0.000622028,0.0006861806,0.00205089,0.001506543,0.005466966,0.009489384,0.006341817,0.3065391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003803965,"about_ca_system_score_gemma":0.003419883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002392348,"about_ca_topic_score_gemma":0.006662566,"domain_scores_codex":[0.9977361,0.0002499987,0.00009607493,0.0004560614,0.001179602,0.0002820516],"domain_scores_gemma":[0.9950571,0.0003725435,0.0001471699,0.0006352514,0.001891439,0.001896491],"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":[0.00001416335,0.00001419428,0.00005399523,0.00004506963,0.000001642637,0.0001047014,0.00007784097,0.00001064966,0.0001462274,0.002323162,0.9755164,0.02169202],"study_design_scores_gemma":[0.00000186548,0.000006688999,0.0001189005,0.00002963975,4.673605e-7,0.00007796526,0.00009548232,0.00001432599,0.00004083617,0.0002755163,0.9993359,0.000002482118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002240971,0.01500835,0.002010673,0.0812153,0.2736712,0.0002318895,0.001506907,0.001982355,0.6221324],"genre_scores_gemma":[0.004426594,0.002059446,0.0005217792,0.007739202,0.01324854,0.00006742006,0.0004781672,0.0005337684,0.970925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5125824,"threshold_uncertainty_score":0.695242,"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."}}