{"id":"W4321019255","doi":"10.1109/mcom.2023.10047832","title":"Global Communications Newsletter","year":2023,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Telecommunications","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":[0.001231479,0.002056457,0.001150157,0.003704795,0.002125635,0.007285914,0.0008711802,0.003628154,0.4104644],"category_scores_gemma":[0.00274594,0.0004376445,0.0005849701,0.002503374,0.000462515,0.002562933,0.001849469,0.003205238,0.3487571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012522,"about_ca_system_score_gemma":0.001854491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393295,"about_ca_topic_score_gemma":0.006147477,"domain_scores_codex":[0.9991487,0.00008886661,0.00002412603,0.0001037039,0.0005105934,0.0001238793],"domain_scores_gemma":[0.996698,0.0003785003,0.0001343114,0.0001517406,0.001879951,0.0007576098],"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":[0.00001761343,0.00002149933,0.00006837792,0.00004364741,0.000001609746,0.00003524332,0.00001160772,0.00001915304,0.0001895534,0.0004161513,0.9694766,0.02969899],"study_design_scores_gemma":[0.000007775086,0.0000322887,0.0005787276,0.00005428711,0.000004809784,0.00003642134,0.00006036104,0.00007520224,0.0001036784,0.0002470906,0.9987948,0.000004588928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001545876,0.008672597,0.001801106,0.03952171,0.1002175,0.0001939083,0.001996074,0.00192598,0.8441253],"genre_scores_gemma":[0.001924156,0.002719528,0.0002195084,0.004763366,0.01914793,0.00005239762,0.0009683042,0.0002799145,0.969925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4104644,"threshold_uncertainty_score":0.840901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08359164853711025,"score_gpt":0.3359596565577391,"score_spread":0.2523680080206289,"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."}}