{"id":"W2949286091","doi":"10.1016/j.visres.2019.06.005","title":"Face perception: A brief journey through recent discoveries and current directions","year":2019,"lang":"en","type":"editorial","venue":"Vision Research","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Eye Institute","keywords":"Attractiveness; Perception; Psychology; Face (sociological concept); Set (abstract data type); Face perception; Cognitive psychology; Identity (music); Cognitive science; Computer science; Sociology; Aesthetics; Neuroscience","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001153454,0.0003287517,0.0003826988,0.0004105761,0.0009229583,0.0008732491,0.0003963182,0.0005776759,0.004082373],"category_scores_gemma":[0.004923814,0.0002817277,0.000124871,0.0008384246,0.0005414349,0.0006600615,0.0004699875,0.002939278,0.002472524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471783,"about_ca_system_score_gemma":0.0005116919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001378729,"about_ca_topic_score_gemma":0.00005315684,"domain_scores_codex":[0.9937161,0.001264054,0.0004005057,0.001173783,0.002791277,0.0006542988],"domain_scores_gemma":[0.996457,0.002058978,0.0001206969,0.0005470452,0.0005944545,0.0002218239],"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":[0.00009819427,0.0001469553,0.000004089588,0.000155273,0.000003384098,0.000003371222,0.0007233161,0.000002023358,0.004969621,0.00006227538,0.9126877,0.08114379],"study_design_scores_gemma":[0.0005055231,0.0003570945,0.0001556423,0.000442703,0.000009824971,0.000008183239,0.0005476502,0.0001165347,0.0003938878,0.0003641034,0.9967855,0.0003133134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.004970179,0.001433878,0.0003587994,0.003412992,0.9663765,0.001562699,0.00107071,0.0002047392,0.02060954],"genre_scores_gemma":[0.004176047,0.4503075,0.0001134931,0.0001415423,0.5156395,0.000224103,0.0005740292,0.0001507507,0.02867294],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4507369,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1803340755804236,"score_gpt":0.4837395038179712,"score_spread":0.3034054282375476,"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."}}