{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001402372,0.001194736,0.0008316645,0.003413812,0.001540642,0.004460073,0.0008747001,0.002273265,0.3197075],"category_scores_gemma":[0.003602271,0.0004991348,0.0004422482,0.003184696,0.000609992,0.002897779,0.002020922,0.0021534,0.3070522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066997,"about_ca_system_score_gemma":0.002678947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005316298,"about_ca_topic_score_gemma":0.005663728,"domain_scores_codex":[0.9989702,0.0001527518,0.00006062365,0.0001144901,0.0005949904,0.0001070789],"domain_scores_gemma":[0.9960876,0.0003829041,0.0001149489,0.0006803984,0.002418886,0.0003153431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005329418,0.0000470367,0.000215361,0.0001185774,0.000007924194,0.0000541418,0.00006460409,0.0003313281,0.001658753,0.005340922,0.58414,0.407968],"study_design_scores_gemma":[0.0000063672,0.00003271425,0.0006524678,0.00009861002,0.00001245154,0.0000900785,0.00006069674,0.001249506,0.0008593663,0.00195837,0.9949668,0.00001251815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002935963,0.006633271,0.04802114,0.008335277,0.01122672,0.0002773929,0.002568355,0.004735199,0.9152667],"genre_scores_gemma":[0.009038282,0.004352652,0.005002663,0.0006978687,0.001555964,0.0001234068,0.00316577,0.0004424337,0.9756209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6802925,"threshold_uncertainty_score":0.9703547,"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."}}