{"id":"W2328394646","doi":"10.1097/01.hj.0000292838.52117.b1","title":"SII PREDICTIONS OF AIDED SPEECH RECOGNITION","year":2004,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Disability Prevention and Rehabilitation","funders":"","keywords":"Audiology; Hearing loss; Consonant; Speech perception; Psychology; QUIET; Hearing aid; Population; Perception; Speech recognition; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005937018,0.0000500627,0.00008164765,0.0000719731,0.0002072592,0.00008902699,0.0003412549,0.00002817894,0.000009462476],"category_scores_gemma":[0.00006757385,0.00003407904,0.00006027436,0.0001973832,0.00002833053,0.0002697842,0.0000555027,0.0002020244,0.00006052159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004787451,"about_ca_system_score_gemma":0.0001032188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00011086,"about_ca_topic_score_gemma":0.00001004131,"domain_scores_codex":[0.9992915,0.00005243477,0.0002088952,0.00007711951,0.0002216055,0.0001484666],"domain_scores_gemma":[0.9994934,0.00004028067,0.0001066974,0.0002067203,0.00008615405,0.00006678821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002350022,0.00101133,0.006626246,0.0001485266,0.000471531,0.0004120094,0.01975934,0.02112097,0.0953165,0.03842027,0.0107766,0.8057017],"study_design_scores_gemma":[0.005829772,0.001237265,0.07778492,0.001187707,0.00008073739,0.02127751,0.0008005996,0.006603589,0.1928251,0.6882526,0.003446523,0.0006736771],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5613916,0.000233126,0.4277758,0.00267718,0.002017844,0.0001531828,0.000002529154,0.0001070905,0.005641669],"genre_scores_gemma":[0.9819143,0.00002636862,0.01757188,0.00007523769,0.000361218,0.000001590375,4.264358e-7,0.000004033594,0.00004495289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.805028,"threshold_uncertainty_score":0.1594091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04453933837607941,"score_gpt":0.2514723926271165,"score_spread":0.2069330542510371,"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."}}