{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004678708,0.000449083,0.000618122,0.0001280441,0.0002343336,0.00009971031,0.000913443,0.0008170779,0.0005482843],"category_scores_gemma":[0.00003220969,0.0004755274,0.0002199806,0.0000122957,0.000141697,0.00004197986,0.0004009868,0.0006563991,0.0003095767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925156,"about_ca_system_score_gemma":0.0002615125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002324027,"about_ca_topic_score_gemma":0.00003729472,"domain_scores_codex":[0.9977077,0.0003767722,0.0005652825,0.0005349994,0.0003076087,0.0005076043],"domain_scores_gemma":[0.9974994,0.0002797199,0.0003045035,0.001665106,0.00008884339,0.0001624234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005935972,0.00007609718,0.000006802606,0.0001292979,0.0003305804,0.00004014694,0.002501337,9.245183e-7,0.0002482388,0.5789016,0.4022923,0.01487904],"study_design_scores_gemma":[0.001252437,0.0001498549,0.00004153108,0.0001502042,0.0001084486,0.00002325195,0.00001452919,0.00001910226,0.0001039244,0.00356589,0.9940615,0.0005093401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001489731,0.0003647702,0.00007061186,0.00002819786,0.00337862,0.0008793468,0.0001073344,0.0002680307,0.9934133],"genre_scores_gemma":[0.02327125,0.00000724015,0.0001110452,0.0002041356,0.00206937,0.0003218441,0.00007805097,0.0001435804,0.9737935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5917692,"threshold_uncertainty_score":0.9997696,"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."}}