{"id":"W2104764564","doi":"10.1109/icassp.2011.5947308","title":"Nonlinear properties of snoring sounds","year":2011,"lang":"en","type":"article","venue":"","topic":"Speech and Audio Processing","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Bicoherence; Microphone; Bispectrum; Acoustics; Respiratory sounds; Speech recognition; Sound (geography); Linearity; Computer science; Physics; Medicine; Sound pressure; Telecommunications; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003989105,0.0002697208,0.0002489884,0.0008747177,0.0002512891,0.0004093144,0.0001975136,0.0002793097,0.00114549],"category_scores_gemma":[0.003323894,0.0001917109,0.0002772102,0.0005783121,0.0004734313,0.0005093825,0.0003568786,0.0002535948,0.0004074527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754589,"about_ca_system_score_gemma":0.0001626761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841398,"about_ca_topic_score_gemma":0.001847558,"domain_scores_codex":[0.999655,0.00005351736,0.00002902787,0.00007334823,0.000145509,0.00004356785],"domain_scores_gemma":[0.9986398,0.0007564282,0.0001492309,0.00009529739,0.0003072332,0.00005196634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001011355,0.00008360236,0.1565153,0.0006324622,0.0002679271,0.002696769,0.00213393,0.01563878,0.5752646,0.001830036,0.0004934175,0.2434317],"study_design_scores_gemma":[0.00002309664,0.000497524,0.830615,0.00006067688,0.0002131523,0.005936001,0.0008765453,0.09456845,0.05933173,0.003586202,0.004173469,0.0001181519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986,0.000959189,0.09604333,0.00008746802,0.00003057052,0.00005259869,0.0003016678,0.0002204161,0.003704752],"genre_scores_gemma":[0.9916871,0.0002844458,0.006809534,0.00001738158,0.00003095834,0.00001426425,0.0002557632,0.00003680421,0.0008637534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001841398,"threshold_uncertainty_score":0.003832042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.066742352675631,"score_gpt":0.2203483376505027,"score_spread":0.1536059849748717,"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."}}