{"id":"W1980993922","doi":"10.1103/physreve.83.061134","title":"Multiscale thermodynamics and mechanics of heat","year":2011,"lang":"en","type":"article","venue":"Physical Review E","topic":"Thermal properties of materials","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Non-equilibrium thermodynamics; Extended irreversible thermodynamics; Heat flux; Heat transfer; Physics; Continuum mechanics; Statistical mechanics; Nonlinear system; Hamiltonian mechanics; Statistical physics; Thermodynamics; Classical mechanics; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004523762,0.0003262883,0.000533113,0.0008995025,0.0005071116,0.001443181,0.0006671123,0.0006649449,0.001843075],"category_scores_gemma":[0.001421905,0.0002325537,0.0005413314,0.0004654943,0.002608129,0.002471531,0.000919637,0.0005733182,0.0002398986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009277225,"about_ca_system_score_gemma":0.0004753112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008429438,"about_ca_topic_score_gemma":0.0005722135,"domain_scores_codex":[0.999643,0.00006566968,0.00001413248,0.00009673718,0.0001375018,0.00004297389],"domain_scores_gemma":[0.9995566,0.0001877517,0.00008101002,0.00008698719,0.00005709331,0.0000304887],"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":[0.000005561807,0.000009009505,0.0004697932,0.00007038846,0.00001781718,0.00005310428,0.00009455655,0.013663,0.00416894,0.9730983,0.0004581126,0.00789134],"study_design_scores_gemma":[0.000003521631,0.00002464689,0.002410945,0.00002625826,0.00000970634,0.0001566025,0.00005691349,0.08079953,0.001167698,0.9079846,0.007337723,0.00002186696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2247945,0.02357927,0.6453773,0.004961181,0.0007691249,0.00008220602,0.0004084277,0.0003695482,0.09965846],"genre_scores_gemma":[0.9648138,0.004232588,0.02352999,0.0001889289,0.0006007058,0.00008196126,0.00007898963,0.00005640636,0.006416679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001843075,"threshold_uncertainty_score":0.006731093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723651509680726,"score_gpt":0.2701258106298395,"score_spread":0.2328892955330323,"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."}}