{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006860532,0.00006274362,0.0001806173,0.00005136846,0.000334727,0.0003030795,0.001053586,0.00003038913,0.0001089796],"category_scores_gemma":[0.02398311,0.0000450851,0.00005307289,0.0004650182,0.0008146405,0.0004809047,0.0004394159,0.0002694037,0.000007423679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003010282,"about_ca_system_score_gemma":0.0004649923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002873282,"about_ca_topic_score_gemma":0.0006590305,"domain_scores_codex":[0.9983008,0.0003217076,0.0002697963,0.0002000095,0.0006569492,0.0002507364],"domain_scores_gemma":[0.9974439,0.001752111,0.00009238395,0.0001196431,0.0005259863,0.00006603549],"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":[0.0002738663,0.0003520649,0.1224795,0.002284392,0.00007473154,0.000003295351,0.00215335,0.000290722,0.000006922984,0.8062476,0.0017394,0.06409419],"study_design_scores_gemma":[0.002391214,0.0002990159,0.02138023,0.01930295,0.00002275632,0.000002747386,0.0836482,0.0000778285,0.00006889557,0.5223521,0.3501121,0.0003419243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3533205,0.02066344,0.003128581,0.1787336,0.0004832953,0.009351597,0.0007742113,0.0001217973,0.4334229],"genre_scores_gemma":[0.9931021,0.005481852,0.0002610234,0.0001086181,0.00004170717,0.0001678475,0.0001223576,0.000006196836,0.0007083139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6397815,"threshold_uncertainty_score":0.9842383,"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."}}