{"id":"W3010401293","doi":"10.1145/3386402.3386403","title":"Overview of ASSETS 2018","year":2020,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of British Columbia","funders":"","keywords":"Mainstream; Assistive technology; Computer science; World Wide Web; Knowledge management; Political science; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005132178,0.000987114,0.0005951528,0.00461988,0.002218613,0.008400519,0.001918998,0.00240635,0.1366219],"category_scores_gemma":[0.008248165,0.0004379926,0.0005448351,0.003684249,0.0005345764,0.007649275,0.005972367,0.003087786,0.1205205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752972,"about_ca_system_score_gemma":0.004774377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00270871,"about_ca_topic_score_gemma":0.005300122,"domain_scores_codex":[0.996806,0.0005459777,0.0001969225,0.0003268771,0.001698706,0.0004255635],"domain_scores_gemma":[0.9930651,0.0005560812,0.0002606153,0.0003202768,0.002629436,0.003168525],"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":[0.00006097474,0.00004838712,0.0003236922,0.0003722041,0.000005698234,0.00006153272,0.0001079339,0.0001340514,0.0003274281,0.006993318,0.8263332,0.1652315],"study_design_scores_gemma":[0.000002196657,0.00001332395,0.000137786,0.0001109245,0.000001897608,0.00002933804,0.0000277045,0.00002884551,0.00006999537,0.0004835418,0.9990907,0.000003680582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004066945,0.08665772,0.02691658,0.06397941,0.07236245,0.001099298,0.01079331,0.01205644,0.7220678],"genre_scores_gemma":[0.02256076,0.1036258,0.02047881,0.0142402,0.02984936,0.001528771,0.04273298,0.00545248,0.7595308],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1366219,"threshold_uncertainty_score":0.4570457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1627697173961048,"score_gpt":0.3978333846183601,"score_spread":0.2350636672222553,"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."}}