{"id":"W2224055198","doi":"10.1371/journal.pone.0145643","title":"Tuning to the Positive: Age-Related Differences in Subjective Perception of Facial Emotion","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":13,"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","keywords":"Facial expression; Psychology; Young adult; Developmental psychology; Perception; Arousal; Socialization; Emotional expression; Social perception; Social psychology; 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":[0.0003738689,0.0002001791,0.0001305355,0.0002907609,0.0001016864,0.0003419378,0.00007867003,0.0001870023,0.002018002],"category_scores_gemma":[0.001263251,0.00009552953,0.0001116057,0.00009487435,0.0002225988,0.0002807967,0.0002456342,0.000231568,0.0002639964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171994,"about_ca_system_score_gemma":0.00007943738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004936798,"about_ca_topic_score_gemma":0.001326705,"domain_scores_codex":[0.9998645,0.00001733141,0.00001262722,0.00004736317,0.0000389377,0.00001917719],"domain_scores_gemma":[0.9993448,0.0001351832,0.0002920935,0.00003959979,0.00009193592,0.00009630751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009038055,0.0001420713,0.6761427,0.0001503436,0.00005181901,0.0005160961,0.002856076,0.0001016699,0.2828361,0.0002898784,0.0004079591,0.03560156],"study_design_scores_gemma":[0.000002335666,0.0001663518,0.9937447,0.000006556275,0.000006771454,0.0003622199,0.0003316847,0.00004082713,0.004940257,0.00005079894,0.0003416546,0.000005832422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983194,0.0002363534,0.0003698577,0.00001578321,0.00000786396,0.000006639406,0.0001239349,0.000004220026,0.000915908],"genre_scores_gemma":[0.9986258,0.0001952929,0.0003900102,0.00002513267,0.000006438901,0.00001137008,0.0001244427,0.000003814104,0.0006178192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002018002,"threshold_uncertainty_score":0.006750882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08227275000289777,"score_gpt":0.2635881790916596,"score_spread":0.1813154290887618,"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."}}