{"id":"W4399267341","doi":"10.1007/978-3-031-60884-1_13","title":"Bridging the Digital Divide: Using Free Open-Source Tools to Expand Access to Shared-Use Computers in Schools and Libraries","year":2024,"lang":"en","type":"article","venue":"Lecture notes in computer science","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation; Administration for Community Living","keywords":"Disadvantage; Computer science; Bridging (networking); Hobby; The Internet; World Wide Web; Set (abstract data type); Government (linguistics); Computer users; Digital divide; Internet access; Service (business); Internet privacy; Multimedia; Computer security; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01576838,0.0005334032,0.0004079031,0.005750849,0.00502368,0.01429153,0.003977422,0.003568684,0.02310573],"category_scores_gemma":[0.06714541,0.0006572564,0.0009618637,0.004371463,0.006348158,0.04774078,0.03949163,0.003430719,0.006077214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002282754,"about_ca_system_score_gemma":0.008456435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002723344,"about_ca_topic_score_gemma":0.00504662,"domain_scores_codex":[0.9872599,0.005815796,0.0009979818,0.001021712,0.003441655,0.001462963],"domain_scores_gemma":[0.9175548,0.04838181,0.003904731,0.0139191,0.006360906,0.009878646],"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":[0.0004464915,0.002016881,0.01334141,0.0005587111,0.00004199723,0.00064576,0.06302608,0.0007258481,0.005639092,0.08136754,0.03750702,0.7946831],"study_design_scores_gemma":[0.0003076394,0.0007914068,0.02718978,0.001809552,0.0001925671,0.0009043719,0.0805966,0.006917346,0.01006375,0.2033332,0.667522,0.0003718802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4832587,0.002864377,0.174444,0.0527222,0.001336285,0.0009189679,0.0007025855,0.01300485,0.270748],"genre_scores_gemma":[0.8272399,0.001601749,0.1241578,0.00443148,0.0006657592,0.0006876714,0.0008363475,0.003295007,0.03708423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02310573,"threshold_uncertainty_score":0.08339214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0696492690209814,"score_gpt":0.3451672526795541,"score_spread":0.2755179836585727,"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."}}