{"id":"W2290177346","doi":"","title":"Computational Approaches to Assistive Technologies for People with Disabilities","year":2013,"lang":"en","type":"book","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Assistive technology; Computer science; Multimedia; Human–computer interaction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003410235,0.000365484,0.000580047,0.0001475668,0.0004455476,0.0006162504,0.0007469733,0.0003574129,0.0003363661],"category_scores_gemma":[0.001192288,0.000280104,0.0001877836,0.0001844398,0.00216946,0.0006590289,0.0002111748,0.000170505,0.0001696811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007916792,"about_ca_system_score_gemma":0.001167081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005914304,"about_ca_topic_score_gemma":0.01007068,"domain_scores_codex":[0.9976826,0.00003631341,0.0003575344,0.0007202352,0.0006966845,0.0005066759],"domain_scores_gemma":[0.9970418,0.002009253,0.0001359521,0.0003699813,0.0003232526,0.0001197272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000319779,0.0001015,0.001759948,0.0002540729,0.00008143814,7.447765e-8,0.007383376,0.0001212529,9.297159e-9,0.9161864,0.06629872,0.007781255],"study_design_scores_gemma":[0.0001373522,0.0002355357,0.0003912204,0.00009887752,0.0000384203,3.533929e-7,0.1059837,0.00004095893,0.000002013503,0.7502642,0.1422389,0.0005684572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001540683,0.00005418789,0.002615642,0.004875822,0.000120414,0.003395229,0.0004162699,0.0009370733,0.9860447],"genre_scores_gemma":[0.05283504,0.000002135836,0.01165023,0.00007485732,0.0001448493,0.001734945,0.0002494341,0.00005208387,0.9332564],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1659222,"threshold_uncertainty_score":0.9999651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09348338029815675,"score_gpt":0.2935357002957032,"score_spread":0.2000523199975464,"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."}}