{"id":"W2992083107","doi":"","title":"Deaf Cultural Identification, Cochlear Implants, and Life Satisfaction","year":2019,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Acculturation; Life satisfaction; Deaf community; Psychology; Identification (biology); Scale (ratio); Deaf culture; Hearing loss; Cultural identity; Sign language; Audiology; Social psychology; Medicine; Ethnic group; Sociology; Linguistics; Geography; Feeling","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006020752,0.0001081543,0.0001746023,0.0006538489,0.0004376885,0.0006626589,0.000126488,0.0002069336,0.003440438],"category_scores_gemma":[0.002622234,0.00007178965,0.0002473293,0.0005728765,0.0003493353,0.0001940436,0.0005366988,0.000385347,0.0001316146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805904,"about_ca_system_score_gemma":0.0004657433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065774,"about_ca_topic_score_gemma":0.01733661,"domain_scores_codex":[0.9996157,0.00009253902,0.00002780797,0.00002341572,0.0001484418,0.00009211709],"domain_scores_gemma":[0.9978144,0.0004824185,0.0006747227,0.00005231307,0.0003173785,0.0006587528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007204054,0.0001715723,0.9867778,0.00002274479,0.00002401902,0.00005518543,0.001037607,0.00004585744,0.0001989944,0.0001758454,0.0002054241,0.0112129],"study_design_scores_gemma":[0.000002810888,0.0001022145,0.9974159,0.000008967936,0.000008783643,0.0001006357,0.00176027,0.00008277356,0.00005980361,0.00006726523,0.0003872328,0.000003380356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975362,0.0002194482,0.000026161,0.00008438974,0.000003434854,0.000005167847,0.0000590282,0.000001145107,0.002065117],"genre_scores_gemma":[0.9994434,0.0001163233,0.00003288247,0.00002706263,0.000002126974,0.000002744933,0.00004492153,3.006209e-7,0.0003302422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01065774,"threshold_uncertainty_score":0.02119136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062941280746949,"score_gpt":0.2888616981551854,"score_spread":0.2682322853477159,"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."}}