{"id":"W4396748111","doi":"10.1038/s41598-024-60980-0","title":"The nonverbal expression of guilt in healthy adults","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Emotions and Moral Behavior","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"Lawson Health Research Institute","keywords":"Nonverbal communication; Facial expression; Gesture; Psychology; Gaze; Harm; Expression (computer science); Feeling; Task (project management); Eye contact; Emotional expression; Cognitive psychology; Social psychology; Developmental psychology; Communication; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084708,0.00006065961,0.00008262289,0.0001154558,0.0001287503,0.00007814429,0.0001494294,0.00005040476,0.0003142244],"category_scores_gemma":[0.00005114517,0.0000385053,0.00005779342,0.0004274857,0.0001589739,0.00005901108,0.00007059216,0.0001083673,0.00007335722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002402835,"about_ca_system_score_gemma":0.00007588823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001574249,"about_ca_topic_score_gemma":0.0001451044,"domain_scores_codex":[0.9986964,0.00004980231,0.0004118718,0.000420213,0.0002161904,0.0002054963],"domain_scores_gemma":[0.9987725,0.00003807665,0.00008585895,0.001004366,0.00005143369,0.00004773326],"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":[0.0003716345,0.0007242821,0.04095845,0.0001767859,0.00001592939,0.003736811,0.01192795,0.00001146277,0.03855433,0.00809169,0.7583684,0.1370623],"study_design_scores_gemma":[0.0007447637,0.0005301625,0.1360608,0.001136871,0.00003295465,0.0008453943,0.00370708,0.0001365097,0.02038681,0.01786297,0.8181162,0.0004394465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677702,0.001315432,0.00001716347,0.0004762033,0.0227595,0.0002103644,0.000002222423,0.00003694758,0.007412029],"genre_scores_gemma":[0.9911637,0.000004939845,0.00009828738,0.000009924656,0.00004130107,0.00003105766,0.000009630884,0.00000738384,0.008633764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1366229,"threshold_uncertainty_score":0.3440537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697025947974197,"score_gpt":0.348237770920446,"score_spread":0.321267511440704,"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."}}