{"id":"W4321382297","doi":"10.1109/tpc.2023.3243820","title":"IEEE Professional Communication Society Information","year":2023,"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","funders":"","keywords":"Professional communication; Knowledge management; Business communication; Information society; Information professional; Professional association; Public relations; Business; Computer science; Engineering management; World Wide Web; Engineering; Sociology; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009420109,0.0002552315,0.0001930977,0.0003111452,0.00117785,0.00007470634,0.0005329117,0.0002936074,0.00265789],"category_scores_gemma":[0.00001091049,0.000257572,0.0001808088,0.0007151075,0.0001199072,0.001334126,0.000008831552,0.0009153426,0.01023627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003062511,"about_ca_system_score_gemma":0.00009701098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003683719,"about_ca_topic_score_gemma":0.00002847903,"domain_scores_codex":[0.9979117,0.0003579567,0.0006070534,0.0001711635,0.0006512858,0.0003008517],"domain_scores_gemma":[0.9982374,0.0002908971,0.0001342436,0.0009807327,0.0002458724,0.0001108321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001372743,0.0004371487,0.00004021623,0.0002823843,0.000185581,3.549979e-7,0.01414302,0.268395,0.01441295,0.0005516905,0.6320181,0.06939624],"study_design_scores_gemma":[0.003095685,0.0001340728,0.01349556,0.001033894,0.0001239921,0.00001144827,0.007291939,0.8569029,0.01298412,0.004719266,0.09880145,0.001405699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6070039,0.0002636191,0.3425224,0.007579137,0.01504136,0.003560709,0.0003549919,0.009297376,0.01437646],"genre_scores_gemma":[0.9913359,0.0009350468,0.001534218,0.0004973741,0.00007799482,0.0006183104,0.0006753084,0.00005034024,0.004275484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5885079,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901235571684718,"score_gpt":0.3126329791362651,"score_spread":0.2736206234194179,"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."}}