{"id":"W2172079923","doi":"10.19173/irrodl.v5i3.198","title":"Assistive Software for Disabled Learners","year":2004,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Software; Perspective (graphical); Computer science; Assistive technology; Human–computer interaction; Value (mathematics); Product (mathematics); Multimedia; Artificial intelligence; Machine learning","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":[0.001007724,0.0002577657,0.0002613936,0.001279434,0.000698653,0.001144865,0.0002501598,0.0003496062,0.007515303],"category_scores_gemma":[0.004816246,0.00005731064,0.0002971865,0.0006829024,0.0002341287,0.0009987177,0.001171857,0.00022542,0.001251582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738567,"about_ca_system_score_gemma":0.000884222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009559987,"about_ca_topic_score_gemma":0.002223708,"domain_scores_codex":[0.9993415,0.0002293568,0.00006578275,0.00002981546,0.0002607048,0.00007284243],"domain_scores_gemma":[0.9985739,0.0007027127,0.0001386693,0.00008921856,0.000357664,0.0001377221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003148255,0.0005585828,0.02383406,0.001579894,0.00001672949,0.000791708,0.004003835,0.0001857023,0.006634206,0.003965958,0.0161285,0.941986],"study_design_scores_gemma":[0.0002351255,0.007463865,0.2539142,0.003537619,0.0003262493,0.01295447,0.02404333,0.001387665,0.03811147,0.01186789,0.6460618,0.00009627209],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8179399,0.02341896,0.005448535,0.002976189,0.0002480433,0.0004482182,0.0007022353,0.0004758516,0.148342],"genre_scores_gemma":[0.9352171,0.02071938,0.01067277,0.0006212062,0.0001419173,0.0004726546,0.0005802712,0.00005908653,0.0315157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007515303,"threshold_uncertainty_score":0.02514124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132838620760347,"score_gpt":0.4935852275127118,"score_spread":0.3607466067523648,"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."}}