{"id":"W2054999871","doi":"10.1145/1873532.1873533","title":"NTID International Symposium on Technology and Deaf Education","year":2010,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Czech; China; Library science; Political science; State (computer science); Medical education; Public relations; Medicine; Law; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005016534,0.0001317191,0.0001371239,0.0001842823,0.000275796,0.0002080577,0.0007801935,0.0001784842,0.0001152105],"category_scores_gemma":[0.0002390451,0.0001269586,0.00002223824,0.0002481291,0.0001558265,0.0002385616,0.0006714184,0.0004879143,0.00001579173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001687631,"about_ca_system_score_gemma":0.00003418277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126907,"about_ca_topic_score_gemma":0.00003600134,"domain_scores_codex":[0.9989125,0.00007217623,0.000272652,0.0004335074,0.0001106497,0.0001985686],"domain_scores_gemma":[0.9986759,0.0002432085,0.0001352331,0.0007860582,0.00008842252,0.00007111741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002972542,0.0002685006,0.5120747,0.0000151187,0.00002002342,6.412316e-7,0.0006611699,7.427714e-7,0.001557216,0.01890966,0.00008908303,0.4663734],"study_design_scores_gemma":[0.0004944692,0.00009429464,0.977555,0.00005612731,0.00001601724,0.00002814765,0.0006927259,0.0006761943,0.0009302192,0.01615071,0.003080867,0.0002252298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816701,0.0001055673,0.0002150356,0.005403735,0.001211207,0.0001799471,0.000001117484,0.0001334324,0.0110799],"genre_scores_gemma":[0.9978679,0.0000144923,0.001233614,0.0004382514,0.0002010597,0.00002216503,0.00001026969,0.00001114594,0.0002010709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4661482,"threshold_uncertainty_score":0.5177222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192546603584871,"score_gpt":0.3653827987845603,"score_spread":0.3434573327487115,"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."}}