{"id":"W2139050793","doi":"10.1145/2732158.2732193","title":"MuLES","year":2015,"lang":"en","type":"article","venue":"","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Université du Québec à Montréal","funders":"","keywords":"Computer science; Interface (matter); Electroencephalography; Usability; Session (web analytics); Brain–computer interface; Human–computer interaction; Software; User interface; Multimedia; World Wide Web; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007879666,0.001032472,0.0006564132,0.001533187,0.004638476,0.002736295,0.001405006,0.001386269,0.2768211],"category_scores_gemma":[0.001700179,0.000363988,0.0006172951,0.001523255,0.0009962684,0.002707608,0.004808931,0.001318268,0.1064557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192288,"about_ca_system_score_gemma":0.001095186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004385617,"about_ca_topic_score_gemma":0.01091824,"domain_scores_codex":[0.9990515,0.0001839983,0.00006278899,0.0002772706,0.0002212579,0.0002032015],"domain_scores_gemma":[0.9993922,0.00009138755,0.00005516446,0.0001225457,0.0002011801,0.0001375198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004626841,0.0003602435,0.00638525,0.0007687474,0.00005411128,0.00190583,0.007689982,0.0002928672,0.004583662,0.1108834,0.3917975,0.4748158],"study_design_scores_gemma":[0.000007552678,0.00005801715,0.00144598,0.00006780965,0.000005956063,0.0004609856,0.001243341,0.00008670505,0.0003545095,0.002030648,0.9942284,0.00001025168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03612499,0.002587499,0.01465985,0.004982204,0.002897989,0.0005582499,0.005356019,0.002713563,0.9301196],"genre_scores_gemma":[0.08038615,0.001737293,0.0154237,0.003219926,0.0003024547,0.0004631199,0.005409476,0.000860913,0.8921968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7231789,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09136051688208342,"score_gpt":0.3055750191858784,"score_spread":0.214214502303795,"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."}}