{"id":"W4409215946","doi":"10.1037/emo0001516","title":"Is it pain, anger, disgust, or sadness? Individual differences in expectations of pain facial expressions.","year":2025,"lang":"en","type":"article","venue":"Emotion","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Sadness; Disgust; Anger; Psychology; Facial expression; Cognitive psychology; Audiology; Clinical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003995959,0.0001050538,0.0001512661,0.0002115029,0.00012364,0.00001711893,0.0002059197,0.00008183142,0.0004703944],"category_scores_gemma":[0.000707612,0.00008211851,0.00005000536,0.0003979351,0.00009753329,0.0001263832,0.00004277211,0.0001162127,0.00002006873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002301426,"about_ca_system_score_gemma":0.00003797147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002040079,"about_ca_topic_score_gemma":0.00003143939,"domain_scores_codex":[0.9985743,0.0004489638,0.0002741364,0.0002979561,0.0002359671,0.0001687127],"domain_scores_gemma":[0.9993697,0.0003547019,0.00008567531,0.000131237,0.00002334361,0.00003533326],"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":[0.0008789512,0.004129814,0.2449556,0.0002982918,0.0000530673,0.00005252698,0.03460691,0.00006201934,0.3002527,0.005008522,0.09231436,0.3173872],"study_design_scores_gemma":[0.001335059,0.0003199504,0.9228315,0.0005258681,0.00001842057,0.000002956684,0.009274849,0.0009512054,0.05566595,0.0076765,0.001117475,0.0002802354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906355,0.00003365454,0.001644828,0.005310112,0.0003961255,0.0001799871,0.00002814342,0.00002849948,0.001743156],"genre_scores_gemma":[0.9964207,0.00002834319,0.0001545716,0.00173167,0.00003000732,0.00003474432,0.00001165581,0.000003725175,0.00158462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6778759,"threshold_uncertainty_score":0.5150489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1706178616101348,"score_gpt":0.3377917773809674,"score_spread":0.1671739157708325,"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."}}