{"id":"W2126104413","doi":"","title":"Access to Information and Instructional Technologies in Higher Education II: Practical Recommendations for Disability Service Providers","year":2004,"lang":"en","type":"article","venue":"The Journal of Postsecondary Education and Disability","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Premise; Service provider; Service (business); Information technology; Emerging technologies; Psychology; Medical education; Knowledge management; Public relations; Computer science; Business; Medicine; Marketing; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001593777,0.0001145848,0.0001678115,0.00008345122,0.0004766051,0.0003318819,0.0002759548,0.00008978291,0.000108402],"category_scores_gemma":[0.002288865,0.00008940375,0.00004322944,0.0004206187,0.0009289698,0.005954858,0.0001326784,0.000205862,0.000001363308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000653716,"about_ca_system_score_gemma":0.001902194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001581421,"about_ca_topic_score_gemma":0.004627473,"domain_scores_codex":[0.9986735,0.0001517761,0.0006263052,0.0001478068,0.0002269501,0.0001736516],"domain_scores_gemma":[0.9983867,0.0005148236,0.000290744,0.0002033662,0.0004808714,0.0001235136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006351756,0.003784991,0.2310723,0.0004529557,0.00003267002,2.345973e-8,0.04546357,0.00003790384,0.00001952406,0.156549,0.00328112,0.5586708],"study_design_scores_gemma":[0.0004803814,0.0001750567,0.4460216,0.00007981849,0.00003008491,0.00001436529,0.1494202,0.000001931168,0.00004566714,0.3459776,0.0575863,0.0001669764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6828007,0.00005788896,0.00001812383,0.3148564,0.0005403386,0.0006664426,0.00002347223,0.00001968467,0.00101701],"genre_scores_gemma":[0.9960945,0.00003559432,0.002104975,0.001515954,0.0001111042,0.00007593119,0.00001735446,0.000004500878,0.00004006203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5585039,"threshold_uncertainty_score":0.4317128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05600477361578636,"score_gpt":0.3937971910990334,"score_spread":0.337792417483247,"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."}}