{"id":"W2791947772","doi":"10.1080/13803395.2018.1437120","title":"Different aspects of facial affect recognition impairment following traumatic brain injury: The role of perceptual and interpretative abilities","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Neuropsychology","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development","keywords":"Psychology; Affect (linguistics); Categorization; Neuropsychology; Perception; Cognition; Cognitive psychology; Traumatic brain injury; Facial expression; Developmental psychology; Audiology; Neuroscience; Psychiatry; Communication; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0007551073,0.0001614226,0.0006122839,0.0001330836,0.00007002334,0.00001009351,0.0001408915,0.0001464708,0.000861269],"category_scores_gemma":[0.0002062319,0.000105813,0.0002976428,0.00008462742,0.001593412,0.00007414217,0.00005290227,0.0003541656,0.00001259125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007601161,"about_ca_system_score_gemma":0.00001000012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008424214,"about_ca_topic_score_gemma":0.000005334329,"domain_scores_codex":[0.9971798,0.001027733,0.001204556,0.0002503503,0.0001626218,0.0001749448],"domain_scores_gemma":[0.9982609,0.0007011072,0.0006759246,0.0001698847,0.00007712941,0.0001150163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02465683,0.006254302,0.04706172,0.00004280945,0.001603299,0.00005761536,0.117673,2.830719e-7,0.1350585,0.003035225,0.003876243,0.6606802],"study_design_scores_gemma":[0.01060708,0.06751433,0.8121642,0.000170966,0.0001980828,0.001261973,0.07272233,0.000035057,0.01798358,0.01446512,0.002482398,0.0003949227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896399,0.0003046684,0.00005066744,0.0004141521,0.003162358,0.0001744978,0.000009377307,0.000007748032,0.00623668],"genre_scores_gemma":[0.9988903,0.00002906689,0.00005926961,0.0006635849,0.0002986085,0.000006764166,7.992435e-7,0.00001317011,0.00003839347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7651024,"threshold_uncertainty_score":0.9430292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05953170726783879,"score_gpt":0.4276092477586138,"score_spread":0.368077540490775,"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."}}