{"id":"W4413100919","doi":"10.1177/23312165251365824","title":"The Time Course of the Pupillary Response to Auditory Emotions in Pseudospeech, Music, and Vocalizations","year":2025,"lang":"en","type":"article","venue":"Trends in Hearing","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; ENRICH; Rijksuniversiteit Groningen","keywords":"Pupillary response; Psychology; Cognitive psychology; Auditory perception; Course (navigation); Audiology; Communication; Pupil; Perception; Neuroscience; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003130859,0.0001808369,0.0002396882,0.0002020568,0.0001350429,0.0002901664,0.0001085017,0.0003724548,0.003496438],"category_scores_gemma":[0.001532592,0.0001882917,0.0001698784,0.0001110424,0.0002690386,0.0004027161,0.0003037233,0.0005578336,0.0004056774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441202,"about_ca_system_score_gemma":0.00009008672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002820392,"about_ca_topic_score_gemma":0.0003029113,"domain_scores_codex":[0.999803,0.00005307103,0.0000103503,0.0000633157,0.00003461529,0.00003573975],"domain_scores_gemma":[0.9992896,0.0003955521,0.0001296394,0.00003413068,0.00009179672,0.00005924378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002323232,0.00009167591,0.004806281,0.000185547,0.00003387367,0.0001730661,0.0007043188,0.000114195,0.9725785,0.0003084784,0.0003704965,0.01831038],"study_design_scores_gemma":[0.0001029418,0.002727476,0.8122687,0.00005529231,0.00008091875,0.0007191632,0.0006681163,0.002066882,0.1777656,0.0006285426,0.002878906,0.00003738187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902586,0.001396081,0.004557561,0.00008936475,0.00006365529,0.00008752511,0.0001974579,0.0000619948,0.00328789],"genre_scores_gemma":[0.9961073,0.0003697029,0.001395915,0.00007537505,0.00004189416,0.0001694057,0.000165823,0.00002337506,0.001651189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003496438,"threshold_uncertainty_score":0.01169676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369778669121464,"score_gpt":0.3199752482036772,"score_spread":0.2829973812915308,"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."}}