{"id":"W4211026530","doi":"10.1109/tcomm.2021.3075507","title":"IEEE Communications Society","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Chinese University of Hong Kong; National University of Singapore","keywords":"Computer science; Telecommunications; Electronic engineering; Electrical engineering; Engineering","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":[],"category_scores_codex":[0.001254053,0.0009401539,0.0004431012,0.001473153,0.0006906152,0.002581118,0.0006162842,0.001784544,0.1197463],"category_scores_gemma":[0.00268443,0.000353399,0.0002902582,0.001351618,0.0004903645,0.001467367,0.001383762,0.002813281,0.1104058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009931689,"about_ca_system_score_gemma":0.002314147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003699598,"about_ca_topic_score_gemma":0.004451681,"domain_scores_codex":[0.9992016,0.0001265872,0.0000489348,0.0001400591,0.0004135441,0.00006930486],"domain_scores_gemma":[0.9966443,0.0003755777,0.0001154983,0.0004095885,0.002158964,0.0002961504],"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":[0.00008595026,0.00005717855,0.0007581136,0.0002481396,0.00002266764,0.0001671762,0.0001279571,0.0006953491,0.003500434,0.03126645,0.5439947,0.419076],"study_design_scores_gemma":[0.00000582717,0.00002685516,0.0005352542,0.0000950777,0.000007200249,0.0001685353,0.00004177106,0.000532913,0.0006667867,0.002445842,0.9954666,0.000007292881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003181817,0.02364588,0.03709518,0.01292936,0.01250693,0.0001692598,0.001709553,0.001719355,0.9070427],"genre_scores_gemma":[0.0179925,0.01839576,0.01183649,0.002056459,0.001788869,0.0001092083,0.002681223,0.0002951578,0.9448442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8802537,"threshold_uncertainty_score":0.4005914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08469967876516518,"score_gpt":0.3152166116791916,"score_spread":0.2305169329140264,"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."}}