{"id":"W4292851058","doi":"10.1109/tpc.2022.3198582","title":"IEEE Professional Communication Society Information","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; Professional association; Knowledge management; Public relations; Computer science; Business; Political science; World Wide Web","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":[0.00100167,0.0002401916,0.0001853998,0.0002268713,0.002530011,0.00005708486,0.0006667029,0.0001505926,0.01093077],"category_scores_gemma":[0.000005618149,0.000261563,0.0001846451,0.0004336764,0.00009959711,0.001073894,0.00001705916,0.001425386,0.001371018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006669117,"about_ca_system_score_gemma":0.0001307497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000529008,"about_ca_topic_score_gemma":0.00001944034,"domain_scores_codex":[0.9974706,0.0006618566,0.0006059244,0.0001718802,0.0008343017,0.0002554709],"domain_scores_gemma":[0.9983606,0.0002140749,0.0001705332,0.0009783015,0.0001815248,0.00009493711],"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":[0.000216385,0.0008964794,0.00002798964,0.0001389193,0.0001592414,2.625528e-7,0.0147775,0.5937682,0.008901635,0.0006123987,0.3369701,0.0435309],"study_design_scores_gemma":[0.004325825,0.0003181295,0.004656679,0.0003833163,0.0001653051,0.00003867932,0.0162168,0.6824433,0.007822896,0.004390454,0.2775246,0.001713981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.482285,0.000652959,0.4645585,0.007401177,0.01863094,0.004387172,0.0007091023,0.004237172,0.01713803],"genre_scores_gemma":[0.9919687,0.0002667929,0.001948111,0.0008938823,0.00005263456,0.001281905,0.0005457036,0.00004395383,0.002998334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5096837,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02866870967231152,"score_gpt":0.2904032901874795,"score_spread":0.261734580515168,"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."}}