{"id":"W4403145580","doi":"10.29173/comp62","title":"Dietary and Social Stratification: An Anthropological Perspective","year":2024,"lang":"en","type":"article","venue":"COMPASS","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Perspective (graphical); Stratification (seeds); Social stratification; Sociology; Geography; Biology; Social science; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00003066707,0.00004765569,0.00009627338,0.00001484645,0.0001334151,0.00002219866,0.00001620951,0.00002708699,0.0001705768],"category_scores_gemma":[0.000004682632,0.00003596467,0.00002741283,0.00004491708,0.0001770656,0.00003445452,0.00001489217,0.00007663009,0.00001664721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003150242,"about_ca_system_score_gemma":0.00001442273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002590597,"about_ca_topic_score_gemma":0.000008990769,"domain_scores_codex":[0.9996467,0.00001102869,0.00005584366,0.0001447249,0.00007377763,0.00006791939],"domain_scores_gemma":[0.9998518,0.00002361168,0.00000538016,0.00003885782,0.00004547622,0.00003488687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002628491,0.0007526339,0.004061573,0.0002351078,0.0002421171,0.000256065,0.002709005,3.301148e-7,0.002433535,0.8205844,0.1565952,0.01186719],"study_design_scores_gemma":[0.0009867665,0.001341565,0.8039221,0.00007315259,0.0001647795,0.0001613489,0.02642523,0.00115513,0.0001758201,0.05922344,0.1061157,0.0002550463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7434252,0.02216635,0.0002358858,0.1878127,0.0005340127,0.00036937,0.00007229127,0.0003322033,0.045052],"genre_scores_gemma":[0.9987829,0.0001157397,0.0002205586,0.0002412384,0.0004990792,0.000007858526,0.00002666448,0.000003684143,0.000102218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7998605,"threshold_uncertainty_score":0.1867696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07946356040700729,"score_gpt":0.3846358916203946,"score_spread":0.3051723312133873,"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."}}