{"id":"W4312252025","doi":"10.7202/1087621ar","title":"Constructions of Deafness: Exploring Normalcyand Deviance within Specific Social Representations","year":2009,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deviance (statistics); Ideology; Sociology; Sociolinguistics of sign languages; Social control; Oppression; Sign language; Gender studies; Social stratification; Social psychology; Structural inequality; Social inequality; Politics; Psychology; Inequality; Social science; Linguistics; Political science; Manually coded language; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008348758,0.0002282426,0.0003159128,0.0002618496,0.0008911519,0.00006665607,0.0003441408,0.0001107343,0.001486873],"category_scores_gemma":[0.00001909141,0.0002585624,0.0001365147,0.0004523539,0.00020344,0.0002421648,0.0001031945,0.0002558598,0.00008292113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663947,"about_ca_system_score_gemma":0.00005053934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002865059,"about_ca_topic_score_gemma":0.00003760445,"domain_scores_codex":[0.997727,0.0003198684,0.0006704552,0.0003710127,0.0004632071,0.0004484124],"domain_scores_gemma":[0.9990026,0.00006040672,0.0004132999,0.0003398033,0.00010816,0.00007567315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004328567,0.002247515,0.0218708,0.00008353475,0.0006019354,0.00001609316,0.2733941,0.00001245442,0.006680999,0.543554,0.05558985,0.0955158],"study_design_scores_gemma":[0.006046622,0.0006645289,0.8876013,0.0001447812,0.000183671,0.000008959971,0.04603138,0.0000253871,0.002438351,0.009553529,0.04631558,0.0009858683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490033,0.000227252,0.004236374,0.01534921,0.001081752,0.000949419,0.00004021812,0.0002037381,0.02890875],"genre_scores_gemma":[0.9963204,0.0001527549,0.001840702,0.0003729473,0.0004897731,0.0002777084,0.0001408363,0.00002342869,0.0003814743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8657305,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2270051731269536,"score_gpt":0.4091904538910877,"score_spread":0.182185280764134,"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."}}