{"id":"W2531153409","doi":"10.1515/jnet-2016-0035","title":"Extended Reversible and Irreversible Thermodynamics: A Hamiltonian Approach with Application to Heat Waves","year":2016,"lang":"en","type":"article","venue":"Journal of Non-Equilibrium Thermodynamics","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Extended irreversible thermodynamics; Second law of thermodynamics; Thermodynamics; Thermal conduction; Hamiltonian (control theory); Heat flux; Physics; First law of thermodynamics; Statistical physics; Mathematics; Classical mechanics; Non-equilibrium thermodynamics; Heat transfer; Mathematical optimization","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003426537,0.0003860448,0.000574439,0.0002094417,0.0001177187,0.00007093732,0.0004562252,0.00009763955,0.00004218757],"category_scores_gemma":[0.00001540792,0.0002501753,0.0001468518,0.0003243736,0.0001311696,0.0004533418,0.0001519227,0.0002733858,0.000009828234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632866,"about_ca_system_score_gemma":0.0001428993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002544881,"about_ca_topic_score_gemma":0.000005713435,"domain_scores_codex":[0.9980354,0.00006405094,0.0005592452,0.0004376773,0.0003964611,0.0005071251],"domain_scores_gemma":[0.9983256,0.0001618561,0.0003521086,0.0004741329,0.0002920778,0.0003942456],"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":[0.002107681,0.001031594,0.002913256,0.0001489712,0.0009200946,0.00004297587,0.001096776,0.005684683,0.57891,0.2307615,0.0001101092,0.1762724],"study_design_scores_gemma":[0.005227216,0.001957128,0.01101763,0.0005028959,0.000355574,0.0001823989,0.001200845,0.7992433,0.0009817044,0.1771067,0.0007577094,0.001466914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3208906,0.00002843549,0.6741078,0.0003019477,0.00008653447,0.0003240354,0.00009847789,0.00001659952,0.004145513],"genre_scores_gemma":[0.957173,0.00002212919,0.04206514,0.00007845131,0.0001859266,0.00001745528,0.00001110082,0.00008064887,0.0003661386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7935586,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005065591255265687,"score_gpt":0.228566248730153,"score_spread":0.2235006574748873,"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."}}