{"id":"W2419300822","doi":"10.1115/ht2007-32130","title":"Thin Film Phonon Heat Conduction by the Dispersion Lattice Boltzmann Method","year":2007,"lang":"en","type":"article","venue":"","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Phonon; Boltzmann equation; Thermal conduction; Condensed matter physics; Thermal conductivity; Lattice Boltzmann methods; Mean free path; Materials science; Debye model; Physics; Mechanics; Thermodynamics; Scattering; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007427187,0.0001764714,0.0001614798,0.00005398249,0.000203126,0.00004452714,0.0001304744,0.00008783171,0.0002513094],"category_scores_gemma":[0.00004600067,0.0001187745,0.00006469185,0.0002303269,0.00004116226,0.0002733338,0.00004734051,0.0002016678,0.0002174942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000877389,"about_ca_system_score_gemma":0.000004321332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009995037,"about_ca_topic_score_gemma":0.00004664931,"domain_scores_codex":[0.9989759,0.00004238488,0.0002643065,0.0001874158,0.0002392814,0.0002906876],"domain_scores_gemma":[0.9991236,0.0004610951,0.00002090564,0.0002709934,0.00006150213,0.00006185131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009966999,0.0001282606,0.001949146,0.0001532084,0.0005483928,0.0000104752,0.007199834,0.4437936,0.06747321,0.00575568,0.4487381,0.02415041],"study_design_scores_gemma":[0.001068427,0.00005314971,0.005537084,0.00002737917,0.000138048,0.00002861387,0.004779455,0.5739806,0.08065933,0.0005047964,0.3325635,0.0006595767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2927881,0.002608742,0.5629894,0.001670598,0.001923862,0.0006324308,0.00001769315,0.001574839,0.1357942],"genre_scores_gemma":[0.9855931,0.00007843738,0.0080279,0.0005645604,0.0002246642,0.000009328081,0.00001936456,0.00004939904,0.00543324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6928049,"threshold_uncertainty_score":0.4843483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221278486483844,"score_gpt":0.2891943244245491,"score_spread":0.2670664757761647,"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."}}