{"id":"W1521716363","doi":"10.18061/dsq.v21i2.280","title":"Disability is Not so Beautiful: A Semiotic Analysis of Advertisements for Rehabilitation Goods","year":2001,"lang":"en","type":"article","venue":"Disability Studies Quarterly","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Semiotics; Context (archaeology); Representation (politics); Cultural studies; Sociology; Mass media; Psychology; Advertising; Linguistics; Political science; History; Anthropology; Business; Philosophy; Law","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":[0.002743005,0.0004870194,0.0002403377,0.003085163,0.005511772,0.008748931,0.0004831218,0.0008997036,0.001697956],"category_scores_gemma":[0.006433615,0.0002568595,0.0002279122,0.002319817,0.01572362,0.003516158,0.002533565,0.00127388,0.0002553677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005124298,"about_ca_system_score_gemma":0.003650557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02136905,"about_ca_topic_score_gemma":0.02546137,"domain_scores_codex":[0.9973167,0.001831242,0.00006853717,0.0001193559,0.0004674159,0.0001968063],"domain_scores_gemma":[0.9928792,0.005747308,0.0003887649,0.0002201154,0.0005768506,0.0001876523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006487679,0.00001475962,0.0009423822,0.0001321579,0.000002707106,0.0006129268,0.9063961,0.00005514698,0.002278158,0.08093043,0.0009168905,0.00765348],"study_design_scores_gemma":[0.00001445982,0.00003778743,0.004673445,0.0003197897,0.00001789952,0.0008920698,0.8651785,0.0005124474,0.002347809,0.01541804,0.1105503,0.00003737167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7397951,0.003259668,0.02019147,0.004695298,0.0002767857,0.000201213,0.000289885,0.00008009074,0.2312106],"genre_scores_gemma":[0.9901345,0.000735267,0.003413388,0.0001972559,0.00005078706,0.0000570582,0.00008133981,0.0000471505,0.005283336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02136905,"threshold_uncertainty_score":0.04248929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04270944208053366,"score_gpt":0.3464163592036404,"score_spread":0.3037069171231067,"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."}}