{"id":"W4205145207","doi":"10.36939/ir.202201121120","title":"nalysis of Impact of Alcohol on Brain's Activity","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Electroencephalography; Brain activity and meditation; Python (programming language); Computer science; Association (psychology); Brain function; Cognition; Electrophysiology; Psychology; Scalp; Open source; Neuroscience; Artificial intelligence; Medicine; Software","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":[0.0001896474,0.0002246981,0.0002490002,0.0005753919,0.0002097405,0.0004174829,0.0001568745,0.0001855537,0.006210777],"category_scores_gemma":[0.000549459,0.00007489834,0.0002601217,0.0004854216,0.0001303765,0.0001855834,0.0003085448,0.0003708535,0.0009993835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002166496,"about_ca_system_score_gemma":0.00049764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001219499,"about_ca_topic_score_gemma":0.002014349,"domain_scores_codex":[0.9998623,0.00001198098,0.000006957137,0.00002935681,0.00007338269,0.00001594275],"domain_scores_gemma":[0.9998361,0.00003189806,0.00002555498,0.00001479844,0.00007531677,0.00001631902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008774482,0.0005910695,0.02848139,0.001399189,0.0002159787,0.0005068623,0.001138816,0.002829487,0.628399,0.002208965,0.009964116,0.3233877],"study_design_scores_gemma":[0.00007615959,0.001926027,0.4943094,0.0003422904,0.000330505,0.0008943788,0.001777095,0.01999506,0.4365644,0.004159633,0.03952182,0.0001032584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167802,0.003039968,0.03864242,0.0005748874,0.0002002984,0.0004336859,0.009092281,0.0009777971,0.03025848],"genre_scores_gemma":[0.9141653,0.003823731,0.03793566,0.0002481605,0.00006325838,0.0007289079,0.005456054,0.0002447607,0.0373343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006210777,"threshold_uncertainty_score":0.02077711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394533087285054,"score_gpt":0.3377967992220637,"score_spread":0.3038514683492132,"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."}}