{"id":"W4414606823","doi":"10.1101/2025.09.25.678494","title":"Distilling the Neurophenomenological Signatures of Pure Awareness during Transcendental Meditation","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Agencia Nacional de Investigación y Desarrollo","keywords":"Meditation; Transcendental meditation; Electroencephalography; Aperiodic graph; Dissociation (chemistry); Transcendental number; Cognition; Entropy (arrow of time); Coherence (philosophical gambling strategy)","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":[0.0002057881,0.0001578355,0.0001231102,0.0003022812,0.00007618801,0.0002542398,0.00009526072,0.0001649976,0.0006118848],"category_scores_gemma":[0.001120207,0.00008934193,0.00006274669,0.0001408902,0.0004283932,0.000230284,0.0003397708,0.000234047,0.00004423722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009622905,"about_ca_system_score_gemma":0.00007359997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000267378,"about_ca_topic_score_gemma":0.0005099057,"domain_scores_codex":[0.9999224,0.00002157297,0.000005686927,0.00002797266,0.00001227478,0.00001009345],"domain_scores_gemma":[0.9996558,0.0001280177,0.0001321351,0.00003027563,0.00001736003,0.00003636268],"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":[0.00167802,0.0001537784,0.1285868,0.0002588343,0.0001140063,0.0005432331,0.003379365,0.0006721141,0.7915729,0.001161131,0.00008672312,0.07179303],"study_design_scores_gemma":[0.00001233931,0.0005457267,0.9707053,0.00001355042,0.00003204314,0.0005698354,0.0005332017,0.001810752,0.02470316,0.0008154695,0.0002446269,0.00001405275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977411,0.00009122438,0.00183307,0.000007381952,0.000001048682,0.0000054611,0.00001988313,0.000004577731,0.0002962282],"genre_scores_gemma":[0.9990819,0.00005097843,0.0007543367,0.000003777523,0.000002366075,0.000005179162,0.00002120722,0.000001811872,0.00007851895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006118848,"threshold_uncertainty_score":0.002046943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670480936923869,"score_gpt":0.2553689018652629,"score_spread":0.2286640924960242,"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."}}