{"id":"W1989509506","doi":"10.1115/imece2010-38841","title":"Size Effects in Green-Kubo and Direct Method Molecular Dynamics Predictions of Thermal Conductivity","year":2010,"lang":"en","type":"article","venue":"","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Extrapolation; Thermal conductivity; Phonon; Molecular dynamics; Thermal; Statistical physics; Silicon; Lattice (music); Materials science; Physics; Condensed matter physics; Thermodynamics; Mathematics; Quantum mechanics; Mathematical analysis","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":[0.0009105321,0.0001288507,0.0002848614,0.00003701216,0.0000386295,0.00003182159,0.0001777648,0.0001007913,0.0008072276],"category_scores_gemma":[0.0004054455,0.00009912578,0.00003052328,0.00005467923,0.0001769967,0.0002239966,0.0001525068,0.0001098999,0.00001704855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002197694,"about_ca_system_score_gemma":0.00003708739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001819143,"about_ca_topic_score_gemma":0.0003303646,"domain_scores_codex":[0.9988862,0.0002917446,0.0002245409,0.0002514618,0.0001442601,0.0002018343],"domain_scores_gemma":[0.9991724,0.0003566435,0.00008182116,0.0002901649,0.00004021191,0.00005876676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005107122,0.00005648495,0.0006887795,0.00006717182,0.000006379094,0.000005037696,0.0001356835,0.00007233301,0.9967391,0.001133573,0.000002821282,0.001041596],"study_design_scores_gemma":[0.000380402,0.00007187886,0.01879998,0.00001571004,0.00001501496,0.00000850908,0.00002356599,0.001366935,0.9788326,0.0003518264,0.00001470407,0.0001188701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951402,0.00002545489,0.0007976681,0.0001368932,0.0004725545,0.0002965975,0.00003183455,0.00007412054,0.003024699],"genre_scores_gemma":[0.9849383,0.000001016969,0.0147776,0.00005036341,0.0000275432,0.00002361373,9.496471e-7,0.00001689588,0.0001637584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0181112,"threshold_uncertainty_score":0.8838576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007439437156881257,"score_gpt":0.2468941659620377,"score_spread":0.2394547288051564,"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."}}