{"id":"W7160901792","doi":"10.1121/10.0041307","title":"Pupillometry reveals differences in the cognitive demands of interactive conversation versus passive listening","year":2025,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Active listening; Conversation; Pupillometry; Pupillary response; Cognition; Conversation analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005569846,0.0002917743,0.0003373544,0.0003733903,0.0002766454,0.0004622276,0.0002421887,0.0003945258,0.002410208],"category_scores_gemma":[0.003323113,0.000201618,0.000174913,0.0001339351,0.0004830525,0.0006387122,0.000693737,0.0005030645,0.0002509771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111072,"about_ca_system_score_gemma":0.0001243522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003138432,"about_ca_topic_score_gemma":0.0002073729,"domain_scores_codex":[0.9993234,0.0001826755,0.00004592169,0.0001770047,0.0001639497,0.0001071453],"domain_scores_gemma":[0.9983351,0.0009490704,0.0003049095,0.0000928849,0.0001669482,0.0001510755],"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":[0.002796069,0.0002153928,0.03079318,0.0001865334,0.00006005402,0.0002127657,0.001845899,0.0001086661,0.9447367,0.0001951737,0.0001152565,0.0187343],"study_design_scores_gemma":[0.00006619212,0.002808232,0.8947703,0.00002286435,0.00006430427,0.0009551152,0.002271269,0.000673664,0.09715077,0.0003517008,0.0008424808,0.000023254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975801,0.000153907,0.001232944,0.00001909049,0.000004886906,0.00001607317,0.00003227839,0.00001427814,0.0009464395],"genre_scores_gemma":[0.9990383,0.00005716289,0.0004760511,0.00001492536,0.000007778406,0.00003728717,0.0000494622,0.000007077363,0.0003119329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002410208,"threshold_uncertainty_score":0.008062959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031279728655178,"score_gpt":0.3441078496668534,"score_spread":0.3137950523803016,"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."}}