{"id":"W2439047299","doi":"10.1038/srep19575","title":"Weak phonon scattering effect of twin boundaries on thermal transmission","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Thermal properties of materials","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Science Fund for Distinguished Young Scholars of Hebei Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Phonon; Scattering; Condensed matter physics; Phonon scattering; Thermal; Materials science; Crystal twinning; Transmission (telecommunications); Diamond; Physics; Optics; Microstructure; Thermodynamics; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003217591,0.0001988179,0.0003304771,0.00009353529,0.0003639882,0.0004437688,0.0002794301,0.00006969534,0.004015525],"category_scores_gemma":[0.0001707569,0.000104603,0.0001014235,0.00008144607,0.0009801651,0.0003741167,0.0001006422,0.00003876886,0.0004742052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005056724,"about_ca_system_score_gemma":0.00009793327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004680948,"about_ca_topic_score_gemma":0.000001104366,"domain_scores_codex":[0.9975678,0.0002105127,0.00058636,0.000656845,0.0005983547,0.0003801551],"domain_scores_gemma":[0.9985584,0.00007473857,0.0003396072,0.000856774,0.0000687315,0.0001017232],"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":[0.0002408686,0.00002707949,0.0002959546,0.0000740866,0.00000426613,0.00003280609,0.0001750522,0.00001340615,0.9868041,0.00001127635,0.00127981,0.01104128],"study_design_scores_gemma":[0.000228485,0.0001860094,0.0006115807,0.0003164205,0.00001067474,0.00003563023,0.000005753165,0.000001425878,0.9742483,0.0001582548,0.02404531,0.0001521501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876392,0.0000699508,0.00007904898,0.0002135531,0.00990747,0.0003094394,0.000005811722,0.0001130234,0.001662528],"genre_scores_gemma":[0.9972662,9.384486e-7,0.0001415857,0.00001277963,0.0000814724,0.00001969007,0.00000223464,0.00002524003,0.002449886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0227655,"threshold_uncertainty_score":0.996895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084300365743518,"score_gpt":0.2327423771719187,"score_spread":0.2218993735144835,"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."}}