{"id":"W2994926165","doi":"10.1162/jocn_a_01508","title":"Complexity Matching: Brain Signals Mirror Environment Information Patterns during Music Listening and Reward","year":2019,"lang":"en","type":"article","venue":"Journal of Cognitive Neuroscience","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Stimulus (psychology); Perception; Active listening; Cognitive psychology; Electroencephalography; Brain activity and meditation; Cognition; Speech recognition; Communication; Neuroscience; Computer science","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":[0.0002786639,0.0002276659,0.0002652371,0.0003794679,0.0001502065,0.0006482389,0.0001538532,0.0003686413,0.002526625],"category_scores_gemma":[0.003436212,0.0001613074,0.0001873265,0.0002894894,0.0003869035,0.0006573074,0.0005081487,0.0003551113,0.00020013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508318,"about_ca_system_score_gemma":0.0001307929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006315873,"about_ca_topic_score_gemma":0.0007823182,"domain_scores_codex":[0.999821,0.00002947982,0.000008988156,0.00004892929,0.00005617849,0.00003558775],"domain_scores_gemma":[0.9995739,0.0001492952,0.0001181292,0.00003530773,0.0000468737,0.0000766342],"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":[0.003363615,0.0001733457,0.04211789,0.0001723953,0.0001638096,0.0004267416,0.001253462,0.001392218,0.8742929,0.002039443,0.0009278948,0.07367629],"study_design_scores_gemma":[0.00004057837,0.0003355682,0.974177,0.00001430667,0.00003687043,0.0003750076,0.0002108587,0.005146176,0.01481189,0.00429128,0.0005290487,0.0000312409],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878464,0.0001708301,0.008301754,0.0001605575,0.00003591964,0.00005079675,0.0002342818,0.00007386754,0.003125542],"genre_scores_gemma":[0.9961554,0.00005746663,0.002982576,0.00005917151,0.00002247581,0.00002841567,0.0001159406,0.00003492431,0.0005435429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002526625,"threshold_uncertainty_score":0.008452356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0402167979302346,"score_gpt":0.2569353507810977,"score_spread":0.2167185528508631,"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."}}