{"id":"W4243254442","doi":"10.1142/p942","title":"Overcoming Deafness","year":2014,"lang":"en","type":"book","venue":"IMPERIAL COLLEGE PRESS eBooks","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Psychology","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":[0.0002670807,0.0006469153,0.0002953302,0.0006049651,0.001253486,0.001901781,0.0005595611,0.001208137,0.06595445],"category_scores_gemma":[0.0006648356,0.0001764639,0.0002335809,0.0002867614,0.001353698,0.001816977,0.002668493,0.002751579,0.02965214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007972069,"about_ca_system_score_gemma":0.001240576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002859375,"about_ca_topic_score_gemma":0.01183629,"domain_scores_codex":[0.9998318,0.00003062253,0.000004923047,0.0000212375,0.00008611035,0.00002533586],"domain_scores_gemma":[0.9998996,0.00002436475,0.00000443771,0.000010979,0.00002800488,0.00003258537],"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":[0.00001202046,0.00003312032,0.00005933977,0.0001266728,0.00000293564,0.00009072394,0.0007168034,0.00004993541,0.0003610592,0.03153338,0.6378718,0.3291422],"study_design_scores_gemma":[0.000001285541,0.000005197524,0.000109562,0.0001051793,0.000001345739,0.0001476971,0.0002279289,0.00001228726,0.00006465307,0.005451395,0.9938713,0.000002103479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008393726,0.04773131,0.003543012,0.01379672,0.007892326,0.00002932734,0.00006614787,0.0002077074,0.925894],"genre_scores_gemma":[0.00345484,0.01299267,0.001137961,0.00428331,0.0006755197,0.00001962753,0.0000315037,0.00007405804,0.9773304],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06595445,"threshold_uncertainty_score":0.2206396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04828820866212141,"score_gpt":0.3164850822586103,"score_spread":0.2681968735964889,"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."}}