{"id":"W1525303861","doi":"","title":"Perception of increasing or decreasing signal intensity and effects of compression by hearing aids","year":2003,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Noise Effects and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Hearing aid; Compression (physics); Perception; Audiology; Intensity (physics); Noise (video); Compression ratio; Hearing loss; Acoustics; Data compression; Computer science; Speech recognition; Psychology; Engineering; Medicine; Algorithm; Materials science; Artificial intelligence; Physics; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000575237,0.0003268107,0.0001414642,0.0004487585,0.0002268181,0.0004431895,0.0002536986,0.0005217934,0.003069901],"category_scores_gemma":[0.008799847,0.0001638473,0.0002218378,0.0001685378,0.0004106428,0.0002476087,0.000404201,0.0002993334,0.0002034739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004199124,"about_ca_system_score_gemma":0.0004644815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03279608,"about_ca_topic_score_gemma":0.02255577,"domain_scores_codex":[0.9990407,0.0001567335,0.00004594286,0.00005137198,0.0005574571,0.0001477173],"domain_scores_gemma":[0.9965925,0.001303924,0.0005451566,0.00008821238,0.001002982,0.0004672917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01064193,0.001314312,0.4264702,0.0008924428,0.0003123899,0.001373008,0.02363352,0.00157378,0.4006461,0.0004558286,0.002412553,0.130274],"study_design_scores_gemma":[0.00008542556,0.002904763,0.9817171,0.00004426992,0.00006562998,0.0007783054,0.00447228,0.0006571846,0.00778474,0.00008298354,0.001354945,0.00005241129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969544,0.000115134,0.00026203,0.00004678525,0.000007716332,0.00002611671,0.00003029924,0.00001317741,0.002544261],"genre_scores_gemma":[0.9985055,0.00012302,0.0003454364,0.00003986374,0.0000072476,0.000009023759,0.00003077313,0.000002854667,0.0009363081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03279608,"threshold_uncertainty_score":0.0652104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239959679023035,"score_gpt":0.3184169906325325,"score_spread":0.294421022730229,"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."}}