{"id":"W4400309445","doi":"10.1121/10.0027758","title":"The effect of task on speech production and conversation behavior during conversation","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Conversation; Production (economics); Task (project management); Speech production; Communication; Psychology; Linguistics; Computer science; Speech recognition; Engineering; Philosophy","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":[0.002700357,0.0007955472,0.0005512841,0.0003772223,0.0006932443,0.001748471,0.0004855366,0.0006879393,0.001334162],"category_scores_gemma":[0.02618221,0.0003096419,0.0002868013,0.0001523984,0.0006066427,0.0006257443,0.001325982,0.0004109629,0.0004600798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254991,"about_ca_system_score_gemma":0.0002947809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007828451,"about_ca_topic_score_gemma":0.001040963,"domain_scores_codex":[0.9967546,0.001409901,0.0003606477,0.0005545389,0.0006884621,0.0002319131],"domain_scores_gemma":[0.9820943,0.01300864,0.001401988,0.001210611,0.0014406,0.0008438456],"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":[0.0154256,0.001160981,0.1668481,0.0009423444,0.0004903319,0.00121311,0.02152622,0.001394867,0.7297708,0.0002904302,0.0005252335,0.06041204],"study_design_scores_gemma":[0.0001631295,0.006309528,0.9371961,0.0000819717,0.0003358152,0.001599114,0.007587802,0.002779394,0.0412113,0.0006011792,0.001998091,0.0001365787],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962162,0.0001638753,0.001856694,0.00003343334,0.00002937197,0.00006760679,0.00007261221,0.00003267275,0.001527416],"genre_scores_gemma":[0.9966887,0.00007543091,0.002277403,0.00006002612,0.00002010788,0.000129769,0.0001344215,0.00003734967,0.0005768415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002700357,"threshold_uncertainty_score":0.01428103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635840044898762,"score_gpt":0.3449328587920298,"score_spread":0.3285744583430422,"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."}}