{"id":"W2162254845","doi":"10.1016/j.crme.2011.03.009","title":"From ballistic to diffusive regimes in heat transport at nano-scales","year":2011,"lang":"en","type":"article","venue":"Comptes Rendus Mécanique","topic":"Thermal properties of materials","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Phonon; Ballistic conduction; Scattering; Heat equation; Physics; Convection–diffusion equation; Statistical physics; Transient (computer programming); Mechanics; Condensed matter physics; Quantum mechanics; Computer science","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":[0.0005417629,0.0006109914,0.0004963923,0.0005318758,0.0008234249,0.001050554,0.0011622,0.001365785,0.0009272193],"category_scores_gemma":[0.001184735,0.0003911367,0.000717606,0.0003626425,0.002745116,0.002711544,0.001173274,0.0009081829,0.0001942558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089473,"about_ca_system_score_gemma":0.0005714031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003445334,"about_ca_topic_score_gemma":0.001248232,"domain_scores_codex":[0.9997491,0.00007690772,0.00001140904,0.00005585186,0.00006033188,0.00004634416],"domain_scores_gemma":[0.9996867,0.0001453504,0.00005363576,0.00003936408,0.00003212986,0.00004280459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001060971,0.00009456153,0.00163752,0.0002602065,0.00003069343,0.0003458973,0.0006183736,0.2271628,0.02724428,0.7376762,0.0007246413,0.004098769],"study_design_scores_gemma":[0.00003030432,0.00007099698,0.0006583698,0.0000299767,0.00001598776,0.0001195549,0.00008343729,0.8024141,0.002391712,0.1921302,0.002021457,0.00003392318],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.485732,0.009866967,0.4644156,0.003065946,0.0003962643,0.000169916,0.0002254246,0.0003757943,0.03575204],"genre_scores_gemma":[0.9789131,0.002263103,0.01390691,0.0001677078,0.00008241072,0.0001120406,0.00003625839,0.00004978244,0.004468699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003445334,"threshold_uncertainty_score":0.007904708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373730339447906,"score_gpt":0.232884362500336,"score_spread":0.199147059105857,"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."}}