{"id":"W2597962213","doi":"10.1016/j.jde.2017.03.032","title":"Thermal equilibrium solution to new model of bipolar hybrid quantum hydrodynamics","year":2017,"lang":"en","type":"article","venue":"Journal of Differential Equations","topic":"Navier-Stokes equation solutions","field":"Mathematics","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Champlain Regional College; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Quantum; Mathematics; Thermal equilibrium; Quantum hydrodynamics; Statistical physics; Thermal; Thermodynamics; 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":[0.0004898794,0.0002120399,0.0004998306,0.0003657138,0.0003644991,0.0001319069,0.0007764072,0.00009744058,0.0001208776],"category_scores_gemma":[0.002260006,0.0001968275,0.0003817934,0.0001143899,0.0001031006,0.0006960874,0.000196963,0.0003224774,0.00002601282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163637,"about_ca_system_score_gemma":0.0005096828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006183935,"about_ca_topic_score_gemma":0.0000536435,"domain_scores_codex":[0.9974779,0.000100519,0.001175662,0.0001704119,0.0007590147,0.0003164907],"domain_scores_gemma":[0.9962733,0.000293259,0.001790607,0.0007582403,0.0005847685,0.000299806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002382589,0.00126502,0.0003599726,0.0001105978,0.0005167486,0.000006700532,0.002234665,0.07390604,0.6720222,0.2350112,0.005372731,0.008955842],"study_design_scores_gemma":[0.001362172,0.0002464847,0.0008567352,0.0001547129,0.0004464575,0.0000117151,0.00004250781,0.8675659,0.006349778,0.1225522,0.0001273981,0.0002838997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4197162,0.00004269819,0.5785539,0.0008397799,0.0004514889,0.0001646901,0.00005378315,0.00001546412,0.0001620592],"genre_scores_gemma":[0.9776059,0.000009216173,0.02108447,0.00002070008,0.0004027163,0.000004396745,0.000009669572,0.00003907237,0.0008238218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7936599,"threshold_uncertainty_score":0.8026392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014621356786498,"score_gpt":0.3458980466207199,"score_spread":0.2444359109420701,"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."}}