{"id":"W1992745045","doi":"10.3109/14992020903142676","title":"A comparison of three approaches to verifying aided Baha output","year":2010,"lang":"en","type":"article","venue":"International Journal of Audiology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Audiology; Hearing aid; Computer science; Speech recognition; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003722192,0.0008190009,0.0005190547,0.001919259,0.0002607549,0.0008461096,0.000770047,0.0007745284,0.001781587],"category_scores_gemma":[0.01913769,0.0003362634,0.0005841695,0.0004800164,0.000477081,0.0008396159,0.001138127,0.0003139024,0.0006043749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003449778,"about_ca_system_score_gemma":0.0004045079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137089,"about_ca_topic_score_gemma":0.002609683,"domain_scores_codex":[0.9959571,0.001352282,0.000384692,0.0004395034,0.001736711,0.0001297509],"domain_scores_gemma":[0.9878464,0.007016074,0.0008888688,0.0006692997,0.003316532,0.000262881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01588147,0.0005475878,0.317301,0.002341506,0.001251724,0.0005517225,0.002342534,0.00261304,0.1757292,0.0008768575,0.0006528944,0.4799105],"study_design_scores_gemma":[0.0009286406,0.01846333,0.8012217,0.0003696445,0.001583899,0.009249118,0.002111056,0.02492234,0.1346664,0.001238117,0.004751338,0.0004945382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163049,0.003561117,0.07506125,0.0001042768,0.0001648146,0.0003054005,0.0005382287,0.0004456525,0.003514351],"genre_scores_gemma":[0.9489861,0.0007238535,0.04881849,0.00007175477,0.00004980353,0.0001829686,0.0003039901,0.00003909299,0.0008239591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003722192,"threshold_uncertainty_score":0.01968509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2565701954213471,"score_gpt":0.3801275610118081,"score_spread":0.123557365590461,"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."}}