{"id":"W6888903583","doi":"10.25318/1310093701-eng","title":"Barriers to accessibility encountered by persons with disabilities or long-term conditions related to hardware or software on other devices excluding mobile or smartphone, aged 15 years and over, Canada, 2024","year":2025,"lang":"en","type":"dataset","venue":"Statistics Canada Dissemination","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Mobile device; Mobile computing; Software technology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002935991,0.0008601176,0.0008389568,0.0003918999,0.0006709836,0.0003992009,0.000621504,0.0002656421,0.007884203],"category_scores_gemma":[0.005921284,0.0007101438,0.0000337226,0.001208704,0.0002179593,0.0002429597,0.0001759251,0.000581544,0.000005859401],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006328633,"about_ca_system_score_gemma":0.01093696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9061695,"about_ca_topic_score_gemma":0.9998407,"domain_scores_codex":[0.9952824,0.0002653167,0.0008189772,0.001368593,0.001495392,0.0007693893],"domain_scores_gemma":[0.9943422,0.002829837,0.0004523627,0.0009831513,0.0003742833,0.001018182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001015416,0.00006315627,0.005922425,0.0009273497,0.0002807996,0.0003332188,0.0005811824,0.00004700931,0.00001393449,0.000003122582,0.9903697,0.0004426661],"study_design_scores_gemma":[0.002959939,0.001654598,0.4212171,0.01111513,0.002124896,0.00005243155,0.03470689,0.00005994222,0.0001635192,0.00001653934,0.5208092,0.005119872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.07856656,0.00005960591,0.00009767473,0.00005307523,0.0006684903,0.002113182,0.9183655,0.00006463478,0.00001132459],"genre_scores_gemma":[0.02455544,0.00001287746,0.0003830669,0.0005686707,0.00003367338,0.0009611083,0.9597684,0.0001367685,0.01357996],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4695605,"threshold_uncertainty_score":0.999535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125463428328184,"score_gpt":0.3083443622003522,"score_spread":0.2970897279170704,"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."}}