{"id":"W4300861812","doi":"10.1038/s43588-022-00320-2","title":"The role of ADM in brain function","year":2022,"lang":"en","type":"article","venue":"Nature Computational Science","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Brain function; Neuroscience; Neural activity; Information transmission; Brain activity and meditation; Transmission (telecommunications); Function (biology); Psychology; Physics; Biology; Computer science; Electroencephalography; Telecommunications; Cell biology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001185511,0.00005657135,0.00005794788,0.0002291381,0.00143689,0.00004229631,0.0009463528,0.00001951532,0.00004808533],"category_scores_gemma":[0.001420782,0.00004348338,0.00002488876,0.002938068,0.000900912,0.0002108872,0.0003936834,0.0006915363,0.000006738623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006490086,"about_ca_system_score_gemma":0.0003850172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000387903,"about_ca_topic_score_gemma":0.000002499522,"domain_scores_codex":[0.9976369,0.0002519156,0.0001484691,0.0003849049,0.001288467,0.0002893769],"domain_scores_gemma":[0.9980326,0.001664162,0.00007025193,0.0001169705,0.00006385937,0.00005218247],"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":[0.00007064657,0.00007364777,0.001564028,8.385007e-7,2.087452e-7,0.000009423263,0.00007049821,0.01903303,0.9367431,0.0358018,0.00016029,0.00647244],"study_design_scores_gemma":[0.0007774297,0.0006392613,0.106381,0.000003968411,0.00000242792,0.0001261249,0.0002991408,0.1425566,0.6076794,0.1092404,0.03206713,0.0002271003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948468,0.0001065598,0.00003133167,0.003183039,0.0005843001,0.0001842296,0.00000725198,0.00001699006,0.001039493],"genre_scores_gemma":[0.9973602,0.000004762329,0.00001604469,0.002489384,0.00001777412,0.00002430345,2.240742e-7,0.000003436631,0.00008384429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3290637,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698892071527686,"score_gpt":0.3445687360609841,"score_spread":0.3275798153457073,"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."}}