{"id":"W2788941165","doi":"10.5539/mer.v8n1p16","title":"Muse Headband: Potential Communication Tool for Locked-in People","year":2018,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Software; Locked-in syndrome; Human–computer interaction; Simple (philosophy); Computer hardware; Psychology; Operating system; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001237349,0.0001013363,0.0001473691,0.0002320325,0.0001476713,0.000107898,0.0006510947,0.00008771922,0.00004846999],"category_scores_gemma":[0.001451216,0.00009577134,0.0000516854,0.0004979622,0.00005718843,0.0001259359,0.0003046825,0.0003984719,0.00007057827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007410934,"about_ca_system_score_gemma":0.00003334396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006647169,"about_ca_topic_score_gemma":0.00005349877,"domain_scores_codex":[0.9983969,0.0001337584,0.0002163864,0.0003492204,0.0003796562,0.0005240262],"domain_scores_gemma":[0.9984157,0.0009348256,0.00001684233,0.0004488116,0.0001038238,0.00008000068],"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":[0.0001283216,0.0001659825,0.00001197415,0.00007536902,0.000004340898,0.00001109744,0.0003734603,0.001706976,0.9716694,0.0193811,0.001478081,0.004993902],"study_design_scores_gemma":[0.000502556,0.0003165379,0.0001372728,0.00006503151,0.000001324402,0.00001343162,0.00001738399,0.4840949,0.50845,0.0009935661,0.005273907,0.0001340436],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906877,0.00002575798,0.09067742,0.001268978,0.0003167449,0.0005273735,0.000008656301,0.0001425444,0.0001555479],"genre_scores_gemma":[0.9962952,0.00002100086,0.003117688,0.00007887616,0.0001834524,0.00008808887,0.000002258071,0.00002440269,0.0001890056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.482388,"threshold_uncertainty_score":0.3905442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05603978206329622,"score_gpt":0.3484823957353835,"score_spread":0.2924426136720873,"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."}}