{"id":"W2543107769","doi":"10.1097/dss.0000000000000874","title":"Beauty From the Neck Up: Introduction to the Special Issue","year":2016,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beauty; Attractiveness; Aesthetics; Ideal (ethics); Sexual selection; Face (sociological concept); Psychology; Perception; Trait; Physical attractiveness; Evolutionary psychology; Mate choice; Social psychology; Sociology; Art; Mating; Biology; Ecology; Philosophy; Epistemology; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005037943,0.0001788377,0.0002498469,0.00006734892,0.0004003291,0.00001677353,0.0004076227,0.0001963989,0.03104126],"category_scores_gemma":[0.0002131409,0.00008111058,0.0001527654,0.0001880547,0.0002827256,0.00009050911,0.00007011632,0.0002131412,0.01720738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003517121,"about_ca_system_score_gemma":0.0000246013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004725785,"about_ca_topic_score_gemma":0.00006096384,"domain_scores_codex":[0.9980564,0.0005171917,0.0003538807,0.000473912,0.0001575977,0.0004410644],"domain_scores_gemma":[0.9974643,0.001399167,0.0001177035,0.0008970778,0.00004891531,0.00007285834],"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":[0.0001044609,0.00006431442,0.1433576,4.598589e-7,0.00003403611,0.00003034694,0.0007931902,2.212732e-7,0.00003014385,0.003117131,0.8392853,0.01318275],"study_design_scores_gemma":[0.0001068927,0.00000763763,0.4406236,0.000004406392,0.00001603888,0.0001123052,0.0002089124,7.630281e-8,0.00002750188,0.0009650241,0.5578421,0.00008549185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7484421,0.0003737021,0.0001300279,0.2182993,0.02525067,0.0002755849,0.00005215908,0.0001349004,0.007041523],"genre_scores_gemma":[0.932824,0.00003727383,0.00003415888,0.0144598,0.03821971,0.0002084792,0.00004726828,0.00002540229,0.01414392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2972659,"threshold_uncertainty_score":0.9835578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03824392952277018,"score_gpt":0.3006606845735201,"score_spread":0.26241675505075,"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."}}