{"id":"W3203942358","doi":"10.1371/journal.pone.0257740","title":"Facial masks affect emotion recognition in the general population and individuals with autistic traits","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Sadness; Disgust; Psychology; Facial expression; Happiness; Anger; Affect (linguistics); Population; Autism; Emotional expression; Cognitive psychology; Developmental psychology; Clinical psychology; Social psychology; Medicine; Communication","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002535491,0.0003201682,0.0002086375,0.0002633636,0.0002742907,0.0004535507,0.00009941051,0.0003770697,0.001525598],"category_scores_gemma":[0.001933262,0.0001506898,0.0002724261,0.00009477363,0.0003702345,0.0001753522,0.0004865774,0.0003759536,0.0002172702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197324,"about_ca_system_score_gemma":0.00007217412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003051699,"about_ca_topic_score_gemma":0.003838149,"domain_scores_codex":[0.999788,0.00004205205,0.00001842675,0.00006139516,0.00005433026,0.00003578361],"domain_scores_gemma":[0.999377,0.0001648791,0.0002754619,0.00005444898,0.00004552629,0.00008281048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003002529,0.0007793737,0.8941085,0.0001013914,0.0001576458,0.00100437,0.007012909,0.000182652,0.06567232,0.00008275256,0.0004982878,0.02739727],"study_design_scores_gemma":[0.000007663239,0.0002182549,0.9984219,0.000002697886,0.00001580281,0.0002357831,0.000685321,0.00007470141,0.0002554429,0.00001837826,0.00006019402,0.000003895077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996792,0.00002032143,0.00001767914,0.00001480446,0.000001924058,0.000002556285,0.000009765442,0.000001655705,0.0002521122],"genre_scores_gemma":[0.9996526,0.00002283391,0.00005436125,0.0000199671,0.000002482608,0.000006628015,0.00002028134,9.446159e-7,0.0002198429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003051699,"threshold_uncertainty_score":0.006067872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1200510953323824,"score_gpt":0.2826992358454424,"score_spread":0.16264814051306,"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."}}