{"id":"W3186941039","doi":"10.1145/3477315.3477316","title":"Overview of ASSETS 2020","year":2021,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Attendance; Globe; Mainstream; Inclusion (mineral); Computer science; Diversity (politics); World Wide Web; Library science; Political science; Sociology; Medicine; Social science","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":[0.004555967,0.0008002464,0.0002979866,0.004018697,0.001662111,0.007554845,0.001574847,0.001749375,0.1385256],"category_scores_gemma":[0.005445555,0.0003702902,0.000440223,0.004052954,0.0005134509,0.005330549,0.003956106,0.001914449,0.08915488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002744427,"about_ca_system_score_gemma":0.008242094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085232,"about_ca_topic_score_gemma":0.01139694,"domain_scores_codex":[0.99723,0.0004879784,0.0001526577,0.0001832312,0.00142848,0.000517721],"domain_scores_gemma":[0.9958608,0.0003284838,0.0001597137,0.0001344316,0.001781145,0.001735572],"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":[0.00007789729,0.00007374801,0.001030148,0.0004661685,0.000007308605,0.00006709916,0.0001090033,0.00022823,0.0002750882,0.01871145,0.7552601,0.2236937],"study_design_scores_gemma":[0.000002898335,0.00001914137,0.0004462329,0.0001269502,0.000002002818,0.00003106645,0.00004904711,0.00004250755,0.00008285676,0.0005790867,0.9986137,0.000004610673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003550346,0.0243231,0.006078404,0.01790681,0.005105686,0.0004621189,0.01079781,0.004580382,0.9271954],"genre_scores_gemma":[0.04893055,0.0615127,0.01682004,0.01316968,0.002862847,0.001246776,0.06068033,0.002986092,0.791791],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1385256,"threshold_uncertainty_score":0.4634144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798982410607976,"score_gpt":0.5035352602802587,"score_spread":0.3236370192194611,"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."}}