{"id":"W2008914037","doi":"10.1145/1367497.1367502","title":"Keysurf","year":2008,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; User interface; Web navigation; Web page; Interface (matter); Human–computer interaction; Process (computing); Key (lock); World Wide Web; Selection (genetic algorithm); Web application; Character (mathematics); Multimedia; Artificial intelligence; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001454312,0.00003060747,0.00004607601,0.000013046,0.0002673512,0.00003394697,0.0001437231,0.0000226893,0.00175827],"category_scores_gemma":[0.000242272,0.00002636545,0.00003784284,0.0001134654,0.0005834868,0.0004394113,0.00002220295,0.0000221426,0.0004882835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003539911,"about_ca_system_score_gemma":0.00008311422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002421036,"about_ca_topic_score_gemma":0.001880065,"domain_scores_codex":[0.9994712,0.00002375355,0.00007072925,0.00008915359,0.000198305,0.0001467822],"domain_scores_gemma":[0.9997336,0.00006332504,0.000009724792,0.0000960676,0.0000342485,0.0000630159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003413629,0.0001115168,0.2641433,0.00000380952,0.000004626178,0.000003264406,0.01723664,6.453242e-7,0.000005448779,0.6960728,0.01610805,0.006306504],"study_design_scores_gemma":[0.0001738023,0.00003519196,0.08633025,0.00000408078,0.000002666081,0.000002458978,0.0228466,0.000005099105,0.0002648795,0.168496,0.7215626,0.000276347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4548312,0.000007939169,0.000008305892,0.0004447353,0.00005443438,0.00003296264,5.055694e-7,0.00009537768,0.5445246],"genre_scores_gemma":[0.9247473,0.000008859935,0.0001597494,0.0001517113,0.00005858777,0.000002937314,4.792964e-7,0.000002273139,0.07486808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7054545,"threshold_uncertainty_score":0.9991543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07225276750013712,"score_gpt":0.3316969040166385,"score_spread":0.2594441365165013,"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."}}