{"id":"W4405080442","doi":"10.1177/23312165241296073","title":"Conversational Dynamics in Task Dialogue Between Interlocutors With and Without Hearing Impairment","year":2024,"lang":"en","type":"article","venue":"Trends in Hearing","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"William Demant Fonden","keywords":"Audiology; Psychology; QUIET; Hearing aid; Noise (video); Hearing impaired; Task (project management); Hearing loss; Medicine; Computer science","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":[0.0009473266,0.0004215281,0.0004042913,0.0009304703,0.0005568391,0.001034353,0.0003894087,0.0004405048,0.001165447],"category_scores_gemma":[0.009213256,0.0001921471,0.0001984082,0.0002262192,0.0005423866,0.0005422721,0.001447704,0.0002902569,0.0003044852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003082634,"about_ca_system_score_gemma":0.0002052913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002191202,"about_ca_topic_score_gemma":0.002735007,"domain_scores_codex":[0.9988382,0.0004120091,0.000119203,0.0001857597,0.0002866787,0.0001581294],"domain_scores_gemma":[0.9960795,0.001613072,0.0008590582,0.0001906302,0.0006195033,0.0006382308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00396703,0.0004261139,0.6897746,0.000409832,0.0001995251,0.002960132,0.121443,0.0004395491,0.1387424,0.0001802961,0.0002187888,0.0412387],"study_design_scores_gemma":[0.0000157496,0.0008164087,0.9618331,0.0000277127,0.00007387151,0.00187631,0.02828028,0.0006821717,0.005502823,0.0001413207,0.0007042764,0.00004602153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995722,0.0000658876,0.0001125142,0.000004255571,0.000001661004,0.000004922529,0.00001522415,0.000002956126,0.0002203643],"genre_scores_gemma":[0.9996363,0.00003019217,0.0001469259,0.000005024379,0.000002683431,0.000006905828,0.00002872178,0.000001764758,0.0001415005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002191202,"threshold_uncertainty_score":0.005010009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04961695753595291,"score_gpt":0.3482053799465618,"score_spread":0.2985884224106088,"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."}}