{"id":"W4408305657","doi":"10.1525/gfc.2025.25.1.70","title":"Review: <i>Sugar: An Ethnographic Novel</i>, by Edward Narain and Tarryn Phillips","year":2025,"lang":"en","type":"article","venue":"Gastronomica The Journal of Food and Culture","topic":"Cuban History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ethnography; Sugar; Sociology; Art; Anthropology; Biology; Food science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166297,0.0001017638,0.0002138895,0.00002144446,0.0006393241,0.00004303285,0.0002370105,0.00008135538,0.00001666192],"category_scores_gemma":[0.00004114591,0.00006613739,0.0001070176,0.0001240042,0.0003819094,0.0001995708,0.00002607101,0.0003467478,3.196318e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003624009,"about_ca_system_score_gemma":0.0000751238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002408471,"about_ca_topic_score_gemma":0.0001715908,"domain_scores_codex":[0.9991927,0.0001960409,0.0002305757,0.00009865011,0.0001147403,0.0001672874],"domain_scores_gemma":[0.9994818,0.00003830024,0.0001874703,0.00009769833,0.00007158369,0.0001231613],"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":[0.0001185909,0.0001739561,0.001820574,0.0001401014,0.0003015035,5.511012e-7,0.07385739,0.000006395177,0.009197325,0.003160208,0.9022886,0.008934834],"study_design_scores_gemma":[0.0003814964,0.0002070622,0.0003688641,0.0002681689,0.0001293593,0.00001032816,0.009860146,0.000001214913,0.00003902139,0.0005071182,0.9881394,0.00008782262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7668797,0.2111577,0.0002265984,0.01896918,0.0004113099,0.0002820983,0.00003903138,0.00001916553,0.002015184],"genre_scores_gemma":[0.9372686,0.05675249,0.0004596373,0.00399295,0.0003483661,0.000002926308,0.000003370146,0.000007772829,0.001163845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1703889,"threshold_uncertainty_score":0.4917229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143199836209587,"score_gpt":0.2634297463845648,"score_spread":0.251997748022469,"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."}}