{"id":"W4242741367","doi":"10.1109/iembs.2006.4398064","title":"Recent Studies in the Design of a Self-paced Brain Interface with Low False Positive Rate","year":2006,"lang":"en","type":"article","venue":"Conference proceedings","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Phenomenon; Interface (matter); Wavelet; Computer science; False positive rate; Set (abstract data type); Electroencephalography; Brain–computer interface; Psychology; Artificial intelligence; Cognitive psychology; Speech recognition; Audiology; Pattern recognition (psychology); Neuroscience; Medicine; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006140241,0.0002224485,0.0002825389,0.0001062217,0.00008262381,0.0001324476,0.0005119354,0.00004742596,0.000007536155],"category_scores_gemma":[0.0003897587,0.0001337553,0.00002615003,0.0004817623,0.0003016859,0.0002851883,0.0001013403,0.0002182162,0.000007831267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004567441,"about_ca_system_score_gemma":0.0000681991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001540556,"about_ca_topic_score_gemma":0.00001054274,"domain_scores_codex":[0.998593,0.0001193678,0.0002876419,0.0004407089,0.0002482252,0.0003110466],"domain_scores_gemma":[0.9986503,0.0006712347,0.000203665,0.0001074353,0.0003383947,0.00002894001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003873173,0.000412084,0.001026489,0.0001904741,0.00003025342,0.0000314318,0.05059675,0.0001564861,0.9329684,0.007704863,0.004143262,0.002352234],"study_design_scores_gemma":[0.0007015698,0.0006470744,0.001026427,0.0006176989,0.00001562312,0.00005245061,0.005238683,0.004708791,0.9838535,0.00247035,0.0004106424,0.0002572005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909387,0.0001843345,0.00310897,0.00362377,0.00006790084,0.0006406038,0.000004434082,0.00007623055,0.001355025],"genre_scores_gemma":[0.9980707,0.0001367205,0.000855117,0.000657574,0.00002840319,0.00005150181,3.254569e-7,0.00001274,0.000186976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05088514,"threshold_uncertainty_score":0.5454382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0583424609856897,"score_gpt":0.3015832786243755,"score_spread":0.2432408176386858,"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."}}