{"id":"W2896794122","doi":"10.1101/441410","title":"A Novel Dual And Triple RSVP Paradigm For P300 Speller","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Brain Mapping Laboratory","keywords":"Character (mathematics); Dual (grammatical number); Computer science; Artificial intelligence; Speech recognition; Mathematics","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":[0.0003807919,0.0005728506,0.0004088791,0.0003669739,0.0001704679,0.0002903177,0.0007982886,0.0005869318,0.003298532],"category_scores_gemma":[0.001121634,0.0001540996,0.0002466476,0.0001830987,0.0001829209,0.0005531415,0.0005289342,0.0004755729,0.0008010609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360841,"about_ca_system_score_gemma":0.0002966532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003029252,"about_ca_topic_score_gemma":0.0006719265,"domain_scores_codex":[0.9996364,0.00008424848,0.00003118285,0.00006817641,0.0001506623,0.00002927099],"domain_scores_gemma":[0.9996233,0.0001307264,0.00003371658,0.00005026507,0.0001151729,0.00004668552],"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":[0.0009795551,0.0002739006,0.0004434367,0.0004316945,0.00002999889,0.000187033,0.00005796217,0.0002300069,0.8786728,0.0003437675,0.0008158355,0.1175339],"study_design_scores_gemma":[0.001169528,0.014486,0.03032612,0.000175208,0.0004294919,0.008641357,0.0002137353,0.08877403,0.8352527,0.003388874,0.01693338,0.0002096409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5769763,0.002036143,0.405519,0.0004497154,0.0004728534,0.001963663,0.0008177334,0.001901889,0.009862652],"genre_scores_gemma":[0.8072838,0.0006708058,0.1871298,0.0004127511,0.0001469555,0.001044933,0.00027599,0.0001026208,0.002932331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003298532,"threshold_uncertainty_score":0.01103467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630472667530905,"score_gpt":0.2541020821056694,"score_spread":0.2177973554303603,"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."}}