{"id":"W1590913816","doi":"10.1002/9781444315004.ch11","title":"The Mathematics of Facial Beauty: A Cheek Enhancement Guide for the Aesthetic Injector","year":2010,"lang":"en","type":"other","venue":"","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Park; McGill University","funders":"","keywords":"Beauty; Cheek; Aesthetics; Art; Mathematics; Computer science; Psychology; Visual arts; Biology; Anatomy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004778922,0.0002596448,0.0003056754,0.00008023168,0.0002232473,0.00001394962,0.0007092173,0.0004388243,0.03025792],"category_scores_gemma":[0.00002314457,0.0001378193,0.0002105701,0.00005371245,0.0005996465,0.000008406346,0.00004847906,0.0003712196,0.000610645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001833867,"about_ca_system_score_gemma":0.00005416078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000101701,"about_ca_topic_score_gemma":0.001336821,"domain_scores_codex":[0.9986614,0.00005262793,0.0004481234,0.0003024573,0.0001756123,0.0003597967],"domain_scores_gemma":[0.9982318,0.0002516813,0.0003965774,0.001027884,0.00005368061,0.00003838326],"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":[0.00003566188,0.0003069342,0.0000336603,0.00001962989,0.0001384823,0.000001045741,0.0009603116,2.738726e-8,0.0001032081,0.06808612,0.9219371,0.008377783],"study_design_scores_gemma":[0.0005122249,0.0001760184,0.0006064508,0.00002759443,0.0001693673,0.00001950045,0.0003796937,0.000001908625,0.00001774289,0.001326955,0.9965953,0.0001672263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006263466,0.002415727,0.00289267,0.0008292879,0.004641903,0.002118946,0.000130351,0.0001058217,0.986239],"genre_scores_gemma":[0.0007209392,0.00009078466,0.001596446,0.0002188128,0.0004163854,0.0008722933,0.00002099737,0.000207786,0.9958556],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07465819,"threshold_uncertainty_score":0.9706286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346349923373208,"score_gpt":0.3564226736650319,"score_spread":0.3229591744312998,"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."}}