{"id":"W2895378004","doi":"10.1097/01.hj.0000547403.67208.91","title":"Ins, Outs of Frequency-lowering Processing","year":2018,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hearing aid; Audiology; Audiogram; Speech recognition; Acoustics; Hearing loss; Computer science; Medicine; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003768051,0.0008010693,0.0002073557,0.0005135853,0.002666414,0.002057274,0.0004781247,0.0005322815,0.08633611],"category_scores_gemma":[0.000887131,0.0002420775,0.0002214597,0.0003357193,0.0007525843,0.001216163,0.001667087,0.0009784861,0.01661585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100155,"about_ca_system_score_gemma":0.002177739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0259632,"about_ca_topic_score_gemma":0.04815575,"domain_scores_codex":[0.999546,0.00002502835,0.00002314188,0.0000695567,0.0002014656,0.000134765],"domain_scores_gemma":[0.9994693,0.00005016371,0.00005725407,0.00008864691,0.0002168301,0.0001177275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008739605,0.0003223734,0.03668294,0.0004114097,0.00002857735,0.003431822,0.00718338,0.0004585018,0.09817832,0.01933826,0.151713,0.6813775],"study_design_scores_gemma":[0.00002075785,0.0002056374,0.03245227,0.0002226643,0.00003968592,0.002161571,0.005879368,0.0005436974,0.0209426,0.002400324,0.9350851,0.00004637985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1939054,0.001426375,0.01267763,0.004232633,0.001185701,0.0001243012,0.001304576,0.002986398,0.7821569],"genre_scores_gemma":[0.4606392,0.001500447,0.0134955,0.002903412,0.0001985901,0.00009083019,0.001040489,0.000759277,0.5193722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08633611,"threshold_uncertainty_score":0.2888231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06002625842753367,"score_gpt":0.3195900479366837,"score_spread":0.25956378950915,"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."}}