{"id":"W1989691750","doi":"10.1017/cbo9781107280298","title":"Sociolinguistics and Deaf Communities","year":2015,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociolinguistics of sign languages; Sociolinguistics; Sign language; Manually coded language; Linguistics; Sign (mathematics); Language interpretation; Multilingualism; Neuroscience of multilingualism; American Sign Language; Sociology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008024811,0.0004079035,0.0002909714,0.001714987,0.003948866,0.004448821,0.0004749496,0.001042056,0.008626102],"category_scores_gemma":[0.001284599,0.0001537089,0.0001549785,0.001296244,0.008141168,0.004125488,0.004767148,0.001350449,0.001164248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002927534,"about_ca_system_score_gemma":0.002884487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008631986,"about_ca_topic_score_gemma":0.01465317,"domain_scores_codex":[0.9992367,0.0003329235,0.0000268887,0.00007112919,0.0002229174,0.0001094614],"domain_scores_gemma":[0.9995674,0.0001688754,0.0000351618,0.00001831059,0.00007389462,0.0001363742],"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":[0.00002165644,0.00007735599,0.002033672,0.0002503626,0.000006691415,0.0005921668,0.1346056,0.0001644798,0.0004065049,0.6106713,0.0440832,0.207087],"study_design_scores_gemma":[0.000007628623,0.0000353092,0.005374414,0.0005816289,0.000005171827,0.0005766637,0.06184601,0.0001054607,0.0001001524,0.1420418,0.7893053,0.00002055039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0535387,0.1198571,0.001521956,0.02702395,0.001642316,0.00005372502,0.00006444581,0.00006403668,0.7962339],"genre_scores_gemma":[0.6853695,0.07191695,0.001480194,0.004192798,0.0007759178,0.000138192,0.00008452196,0.00005388737,0.2359881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008631986,"threshold_uncertainty_score":0.02885717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07208225713360415,"score_gpt":0.280087457672093,"score_spread":0.2080052005384889,"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."}}