{"id":"W2398636571","doi":"10.1088/1742-5468/2016/05/054033","title":"Stochastic facilitation in the brain?","year":2016,"lang":"en","type":"article","venue":"Journal of Statistical Mechanics Theory and Experiment","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Facilitation; Neuroscience; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001127747,0.00006839062,0.0001023674,0.00005158146,0.00005730299,0.00002578216,0.00009857555,0.00002357631,0.00005854039],"category_scores_gemma":[0.001967327,0.00003204918,0.00002305071,0.00005816853,0.00004524483,0.0001072108,0.00001893716,0.00009450642,0.000005174221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002799017,"about_ca_system_score_gemma":0.00001326644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.164077e-7,"about_ca_topic_score_gemma":3.028964e-7,"domain_scores_codex":[0.9988859,0.000425532,0.0002432204,0.0001065758,0.0002229768,0.0001158142],"domain_scores_gemma":[0.9963503,0.003420472,0.00009193942,0.00006634188,0.00002209366,0.00004888471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002067263,0.00004342184,2.933212e-7,0.00000213813,0.000001334149,0.00001737681,0.0004156691,0.000006231735,0.300594,0.6896708,0.00005382715,0.008988158],"study_design_scores_gemma":[0.000643413,0.0008559812,0.00004922572,0.00004014662,0.000007012441,0.0001372346,0.0007115116,0.001015298,0.02046408,0.9757797,0.0002203349,0.00007606501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1966909,0.0000424645,0.8009672,0.001869842,0.0002606101,0.00009701627,0.00001508274,0.000003218888,0.00005371944],"genre_scores_gemma":[0.9988349,0.00001993115,0.0002503877,0.0008190906,0.00003384655,0.000004225572,1.584849e-7,0.000003950917,0.00003349668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.802144,"threshold_uncertainty_score":0.2355217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276015172323958,"score_gpt":0.2912475980137038,"score_spread":0.2684874462904642,"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."}}