{"id":"W2158952154","doi":"10.1016/j.physleta.2005.03.048","title":"Ballistic-diffusive heat conduction at nanoscale: GENERIC approach","year":2005,"lang":"en","type":"article","venue":"Physics Letters A","topic":"Thermoelastic and Magnetoelastic Phenomena","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Thermal conduction; Heat flux; Kinetic energy; Kinetic theory; Relativistic heat conduction; Nonlinear system; Fourier transform; Non-equilibrium thermodynamics; Heat equation; Thermodynamics; Classical mechanics; Heat transfer; 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":[0.00002385904,0.0001999662,0.0001777054,0.00002674484,0.00007566409,0.0000222041,0.0001196228,0.00003969472,0.00008390605],"category_scores_gemma":[0.000004019011,0.0002008513,0.00005918077,0.0001205005,0.00006153987,0.0001248341,0.00004204924,0.0001286382,0.0002279573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016312,"about_ca_system_score_gemma":0.000005850945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005939584,"about_ca_topic_score_gemma":0.000001233836,"domain_scores_codex":[0.9991703,0.00001300338,0.0001489046,0.0002071995,0.0001474569,0.0003131245],"domain_scores_gemma":[0.9996399,0.00003169314,0.00001826637,0.0002051397,0.00001442027,0.00009059577],"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":[0.00001132796,0.00006804294,0.0000239367,0.00005408335,0.0000650181,0.000002710137,0.0005333761,0.2184816,0.7558159,0.001581509,0.01690372,0.006458805],"study_design_scores_gemma":[0.003206349,0.000124832,0.00211134,0.00005214974,0.0003441322,0.00007481786,0.0001704507,0.849416,0.05224655,0.001032806,0.08896143,0.002259132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6180078,0.0002008925,0.3706495,0.0002700508,0.0005227647,0.0001675909,0.00002194391,0.0003527581,0.009806683],"genre_scores_gemma":[0.994217,0.00001534151,0.003372389,0.0007633747,0.001254692,0.00004176611,0.00004065239,0.00005263883,0.0002420962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7035694,"threshold_uncertainty_score":0.8190478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160570850487832,"score_gpt":0.1811070625800038,"score_spread":0.1695013540751254,"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."}}