{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009108441,0.001449599,0.001232364,0.0025931,0.001582597,0.004302353,0.001471883,0.004140547,0.06859548],"category_scores_gemma":[0.00497595,0.0004274705,0.0009080873,0.001524461,0.001480639,0.005219358,0.002434963,0.006079188,0.02751336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485105,"about_ca_system_score_gemma":0.001487438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488078,"about_ca_topic_score_gemma":0.002156655,"domain_scores_codex":[0.9994652,0.00007634598,0.00005268046,0.0001225622,0.000207612,0.0000756494],"domain_scores_gemma":[0.9978796,0.0006674196,0.0001269613,0.00008329552,0.000699429,0.000543291],"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":[0.00003231145,0.00004157559,0.0002584225,0.0005562821,0.000007349404,0.0002237943,0.0000838124,0.00004742225,0.0002355766,0.001819815,0.9215587,0.075135],"study_design_scores_gemma":[0.000003547691,0.00002556158,0.0006159901,0.0006085849,0.000006212395,0.0008020904,0.00007141955,0.00002636102,0.00005269257,0.001193724,0.9965841,0.000009728441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001108278,0.2326601,0.001035847,0.06652813,0.6374739,0.00008348399,0.0004208515,0.0001806652,0.06050872],"genre_scores_gemma":[0.004190536,0.1548102,0.0006192709,0.02839647,0.7331942,0.00009045177,0.000494667,0.0002015894,0.07800265],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06859548,"threshold_uncertainty_score":0.2294747,"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."}}