{"id":"W3011948964","doi":"10.1037/emo0000735","title":"Perceiving acculturation from neutral and emotional faces.","year":2020,"lang":"en","type":"article","venue":"Emotion","topic":"Categorization, perception, and language","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Acculturation; Nonverbal communication; Facial expression; Happiness; Social psychology; PsycINFO; Emotional expression; Affect (linguistics); Identification (biology); Developmental psychology; Communication; Ethnic group","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004830619,0.00009334064,0.00008634172,0.00002749844,0.00011828,0.00005942712,0.00004913875,0.00008940988,0.005431684],"category_scores_gemma":[0.00002401602,0.00009051314,0.00003236369,0.0001008191,0.00002788904,0.0002318531,0.00001336846,0.0000912524,0.000345837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002106658,"about_ca_system_score_gemma":0.000008327077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003533833,"about_ca_topic_score_gemma":0.00008848458,"domain_scores_codex":[0.999319,0.00006929818,0.0001452125,0.0002651859,0.0000900621,0.0001112476],"domain_scores_gemma":[0.999734,0.00001973609,0.00004823356,0.00008216477,0.00003840851,0.00007742208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002083301,0.0003290502,0.1328676,0.00008480896,0.0001815594,0.00002289377,0.5998027,0.0005172667,0.1309327,0.0201528,0.03859983,0.07630049],"study_design_scores_gemma":[0.0004067817,0.00004174925,0.9934267,0.000006636893,0.00001659785,0.000006447114,0.003444864,0.0008416451,0.0000747997,0.0002551553,0.001364454,0.000114176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839922,0.00008875153,0.01092459,0.001744184,0.0003931682,0.0001191386,0.00002579721,0.0001166,0.002595572],"genre_scores_gemma":[0.9969893,0.00001995044,0.0001797143,0.0006074288,0.0009356184,0.000004992971,0.000561578,0.00001177864,0.0006896836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8605591,"threshold_uncertainty_score":0.9954775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326106136653938,"score_gpt":0.2822757449801612,"score_spread":0.2496651313147674,"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."}}