{"id":"W2324407863","doi":"10.1097/aud.0b013e3182a768e8","title":"Vocoder Simulations of Highly Focused Cochlear Stimulation With Limited Dynamic Range and Discriminable Steps","year":2013,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Dynamic range; Range (aeronautics); Audiology; Computer science; Speech recognition; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.000193241,0.0002594626,0.0001820607,0.0002020867,0.0001156988,0.0003336294,0.0003657968,0.0006668846,0.002839549],"category_scores_gemma":[0.0009371592,0.000154577,0.0003097644,0.0001390947,0.0001754174,0.0001946715,0.0002498297,0.0002067772,0.0001993977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362465,"about_ca_system_score_gemma":0.0003926436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003580439,"about_ca_topic_score_gemma":0.002584533,"domain_scores_codex":[0.999934,0.00001369079,0.000005038665,0.000009391694,0.00002683351,0.00001116841],"domain_scores_gemma":[0.99953,0.0003272815,0.00003616361,0.00001616465,0.00007262814,0.00001771543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001696759,0.00003121956,0.001181858,0.00007566162,0.00001835412,0.0001533773,0.0001066449,0.9780732,0.01673408,0.0006209713,0.00009185498,0.00274313],"study_design_scores_gemma":[0.00002780074,0.0001399858,0.001376594,0.0000128787,0.00001691853,0.00007907891,0.00005231664,0.99208,0.005467866,0.0004058197,0.000330988,0.000009721839],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937907,0.000122963,0.05301818,0.00008132086,0.00001980285,0.0000867393,0.0005014691,0.0001560264,0.008106487],"genre_scores_gemma":[0.9949607,0.00005706673,0.003745968,0.00002726756,0.000002289058,0.00005726987,0.0001168227,0.00001450502,0.001018186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003580439,"threshold_uncertainty_score":0.009499192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141388077278508,"score_gpt":0.2674573152387427,"score_spread":0.2360434344659577,"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."}}