{"id":"W2144298363","doi":"","title":"Effects of quantum corrections and isotope scattering on silicon thermal properties","year":2009,"lang":"en","type":"article","venue":"International Workshop on Thermal Investigations of ICs and Systems","topic":"Thermal properties of materials","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thermal conductivity; Phonon; Scattering; Phonon scattering; Boltzmann equation; Physics; Anharmonicity; Condensed matter physics; Materials science; Thermodynamics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003252205,0.0001750762,0.0002798236,0.0001235598,0.0001207772,0.0001286546,0.0002342704,0.00008253849,0.00004407749],"category_scores_gemma":[0.0001915416,0.0001338577,0.00004081475,0.00005542074,0.0002864969,0.0002175837,0.00005781584,0.00009460352,0.00001804645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002756987,"about_ca_system_score_gemma":0.00002532845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073241,"about_ca_topic_score_gemma":9.195308e-7,"domain_scores_codex":[0.9986925,0.0001361782,0.0004772245,0.0002408631,0.0003003435,0.0001529493],"domain_scores_gemma":[0.9991269,0.0002006837,0.0002796202,0.0001716359,0.0001449718,0.00007617944],"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":[0.0001266893,0.00009888513,0.0002600064,0.00009008205,0.00002396107,0.000001305757,0.0005060716,0.004729903,0.9854658,0.007698822,0.00004030718,0.0009581323],"study_design_scores_gemma":[0.000517319,0.0003739416,0.01579648,0.001644582,0.00002434399,0.000008442998,0.000313875,0.006068883,0.974659,0.0002142508,0.0001434208,0.0002354244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963858,0.0004279453,0.00004862746,0.0008114421,0.001015101,0.0003764499,0.00002409817,0.00004034854,0.000870225],"genre_scores_gemma":[0.9992458,0.0000333025,0.00005606144,0.0002040879,0.000135126,0.0000355751,0.000003741901,0.00001564968,0.0002706361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01553647,"threshold_uncertainty_score":0.5458559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007632885753557,"score_gpt":0.2475033230141443,"score_spread":0.2174269941566087,"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."}}