{"id":"W4221133397","doi":"10.1109/tpc.2022.3155036","title":"IEEE Professional Communication Society","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Professional Communication","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Royal University","funders":"","keywords":"Professional communication; Business communication; Business; Public relations; Knowledge management; Telecommunications; Engineering ethics; Engineering management; Computer science; Engineering; Sociology; World Wide Web; Political science; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009773383,0.0002441767,0.0001968295,0.0001711966,0.002681329,0.00003732009,0.0007326603,0.0001439884,0.0159401],"category_scores_gemma":[0.00000402739,0.0002651597,0.000205472,0.0004021472,0.0001163924,0.0003807532,0.00001690398,0.001557296,0.0009692167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006220322,"about_ca_system_score_gemma":0.0001209534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004307899,"about_ca_topic_score_gemma":0.000029008,"domain_scores_codex":[0.9973789,0.0008219904,0.0005030434,0.0002476854,0.0007812813,0.0002671386],"domain_scores_gemma":[0.9982649,0.0002623031,0.0001270222,0.001111875,0.0001342579,0.00009960686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002149847,0.001630304,0.00003716649,0.0001202631,0.000208557,7.002704e-7,0.01118282,0.5381775,0.03256998,0.0005562778,0.3872227,0.02807876],"study_design_scores_gemma":[0.005380843,0.0004311813,0.00600832,0.0005593857,0.0002495929,0.00005771187,0.01639139,0.7308739,0.01591261,0.0075574,0.214191,0.002386624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6865693,0.00126266,0.2617544,0.007995497,0.01899809,0.003798577,0.0005113399,0.004159194,0.01495094],"genre_scores_gemma":[0.9872171,0.0003153939,0.00196709,0.0006540708,0.0000687745,0.001247391,0.0002578847,0.0000680611,0.008204279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3006478,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03938214129960395,"score_gpt":0.3076719515121138,"score_spread":0.2682898102125099,"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."}}