{"id":"W2981009988","doi":"10.3390/e21111066","title":"Non-Equilibrium Quantum Brain Dynamics: Super-Radiance and Equilibration in 2 + 1 Dimensions","year":2019,"lang":"en","type":"article","venue":"Entropy","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Quantum; Quantum dynamics; Quantum electrodynamics; Dipole; Radiance; Classical mechanics; Statistical physics; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005874156,0.0001219149,0.000168829,0.00004163948,0.00002913925,0.00003114732,0.00007574633,0.00003252275,0.0002414227],"category_scores_gemma":[0.000008102158,0.0001197567,0.00002984754,0.000095823,0.00002332421,0.0001631119,0.00005508035,0.0001373029,0.00006785281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003665446,"about_ca_system_score_gemma":0.00002202211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000548838,"about_ca_topic_score_gemma":0.00001498937,"domain_scores_codex":[0.9992302,0.00002087144,0.0001684799,0.0002468859,0.00008357195,0.0002499754],"domain_scores_gemma":[0.9995903,0.00009718389,0.00003977864,0.0001795384,0.00001514047,0.00007807252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001619952,0.00004064118,0.01283774,0.000007806128,0.000007025154,0.000002001358,0.00008238327,0.0003439785,0.01720329,0.9674793,0.00003730373,0.001942313],"study_design_scores_gemma":[0.0005096953,0.0000589086,0.002757087,0.00002139697,0.000003247479,3.864932e-7,0.0001315945,0.8090986,0.0001562503,0.1869297,0.0001920174,0.0001411105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8842743,0.00002838247,0.1135695,0.0004515511,0.0001924952,0.000225999,0.00007674747,0.00001387241,0.001167194],"genre_scores_gemma":[0.997916,0.000002638366,0.001510414,0.00007600849,0.00004926547,0.0000108881,0.00007787991,0.00001939237,0.000337459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8087546,"threshold_uncertainty_score":0.4883538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003844918266779138,"score_gpt":0.2265114534872351,"score_spread":0.2226665352204559,"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."}}