{"id":"W4413942062","doi":"10.7557/5.8187","title":"Accessibility Metadata: Making accessible content in repositories discoverable","year":2025,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Computer science; Information retrieval; World Wide Web; Content (measure theory); Mathematics","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005732663,0.0009211944,0.0009020675,0.006278515,0.003149904,0.01481519,0.002917701,0.004223354,0.03905076],"category_scores_gemma":[0.03618784,0.00106506,0.001177971,0.008872173,0.003378415,0.04092071,0.01434296,0.003418111,0.0246201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384214,"about_ca_system_score_gemma":0.002842815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003640241,"about_ca_topic_score_gemma":0.003324852,"domain_scores_codex":[0.9958487,0.001387496,0.0004129409,0.0004480581,0.001519901,0.0003829646],"domain_scores_gemma":[0.9859854,0.004589838,0.001059556,0.004244663,0.003136151,0.0009843181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001973845,0.00007747585,0.001668659,0.001699455,0.00005443304,0.0006678553,0.006078132,0.0009915264,0.004282489,0.3463394,0.2542965,0.3836468],"study_design_scores_gemma":[0.00001736444,0.00003003544,0.000431679,0.0006584598,0.00003902014,0.0004036628,0.001080224,0.001171407,0.002182547,0.03936868,0.9545648,0.000052195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01110985,0.01161818,0.5600612,0.0287319,0.01026458,0.001098194,0.008965281,0.03323839,0.3349126],"genre_scores_gemma":[0.1796193,0.03291164,0.4050729,0.0120121,0.01001318,0.002008255,0.02881166,0.01902957,0.3105214],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9851848,"threshold_uncertainty_score":0.1306378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05196158427406251,"score_gpt":0.323895435960819,"score_spread":0.2719338516867565,"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."}}