{"id":"W2313068970","doi":"10.1055/s-0034-1371905","title":"Global Facial Beauty: Approaching a Unified Aesthetic Ideal","year":2014,"lang":"en","type":"article","venue":"Facial Plastic Surgery","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Beauty; Globe; Aesthetics; Ideal (ethics); Face (sociological concept); Medicine; Perception; Sociology; Art; Psychology; Epistemology; Social 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":[0.0003661925,0.0002266945,0.0003330534,0.0000148807,0.0003407514,0.0001060618,0.0001864479,0.0001730391,0.0002492451],"category_scores_gemma":[0.0004528151,0.00009453636,0.0002219274,0.0003526237,0.00007508759,0.0001210889,0.00007163565,0.0001406136,0.0002099937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003467479,"about_ca_system_score_gemma":0.00002189564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004455687,"about_ca_topic_score_gemma":0.0005684773,"domain_scores_codex":[0.9983679,0.0001324095,0.0002995082,0.0003748068,0.0003223849,0.000503007],"domain_scores_gemma":[0.9989018,0.000696661,0.00009950781,0.00006150916,0.00003589783,0.0002045608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003163269,0.0003537704,0.1563067,0.00002094419,0.00004456479,0.00009909527,0.0002409061,0.0001854422,0.004344515,0.00289575,0.03454823,0.8006438],"study_design_scores_gemma":[0.0002658671,0.0002106811,0.5440131,0.00004293265,0.00004575462,0.00009941298,0.0001713559,0.0005687303,0.00005422598,0.002992746,0.4508153,0.0007199032],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931593,0.00004051269,0.0001475148,0.0004239765,0.001575374,0.00009972428,0.00006601513,0.000168277,0.004319286],"genre_scores_gemma":[0.9981322,0.000004263061,0.00003012591,0.0001903928,0.001327822,0.00001082621,0.0001544679,0.000001360485,0.0001485663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7999239,"threshold_uncertainty_score":0.3855081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240843714155216,"score_gpt":0.2130328293217343,"score_spread":0.1889484579062127,"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."}}