{"id":"W4380577072","doi":"10.1002/ohn.402","title":"Defying Deafness: Remembering Jack Ashley","year":2023,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Audiology; Psychology; Art; Medicine; History","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":[0.003145178,0.0005903215,0.0006569026,0.0007039778,0.005605489,0.00337192,0.001059195,0.005669343,0.003248102],"category_scores_gemma":[0.01394682,0.0005267065,0.0003767163,0.0003284537,0.006593887,0.005755709,0.001949817,0.02211677,0.001329622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612815,"about_ca_system_score_gemma":0.003461989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02069557,"about_ca_topic_score_gemma":0.03962077,"domain_scores_codex":[0.9980986,0.0007078985,0.00008446115,0.0001615319,0.0006266366,0.0003208893],"domain_scores_gemma":[0.994696,0.001809077,0.0002504938,0.0001261017,0.00118647,0.001931799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003349023,0.00006395402,0.001261935,0.0001042671,0.00002486024,0.001529565,0.009606719,0.00002992464,0.0003352492,0.002040622,0.9611733,0.02379612],"study_design_scores_gemma":[0.00005685255,0.0002530707,0.006223189,0.001305771,0.00006993231,0.02324968,0.06484994,0.0001648246,0.000585114,0.007364126,0.8957002,0.0001772832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007607771,0.04219085,0.0003095986,0.9097941,0.03237678,0.00001306365,0.00001766064,0.00005192266,0.007638267],"genre_scores_gemma":[0.07227745,0.04743215,0.0009120322,0.8331385,0.02546731,0.00004070822,0.00002689956,0.00009417386,0.02061089],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02069557,"threshold_uncertainty_score":0.04115021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06098114614236016,"score_gpt":0.3567228087409665,"score_spread":0.2957416625986063,"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."}}