{"id":"W4413363774","doi":"10.1016/j.mtphys.2025.101843","title":"Thermal management and phonon transport in BAs/WSe2 heterostructure: First-principles insights for optoelectronic applications","year":2025,"lang":"en","type":"article","venue":"Materials Today Physics","topic":"2D Materials and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Alberta","funders":"Alliance de recherche numérique du Canada; National Natural Science Foundation of China; Suncor Energy Incorporated","keywords":"Materials science; Heterojunction; Phonon; Optoelectronics; Thermal management of electronic devices and systems; Thermal; Photonics; Nanotechnology; Engineering physics; Condensed matter physics; Physics; Thermodynamics; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001643686,0.0002416398,0.0002300963,0.0001340932,0.0003377424,0.0005964604,0.0004504798,0.0004656487,0.001527347],"category_scores_gemma":[0.0001372579,0.0002060726,0.0001621124,0.0001398034,0.000498338,0.000696938,0.0002429663,0.0004175426,0.000210024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004864932,"about_ca_system_score_gemma":0.0002350977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117034,"about_ca_topic_score_gemma":0.001889144,"domain_scores_codex":[0.9999382,0.000006120031,0.00000156387,0.000008749502,0.00002621517,0.000019075],"domain_scores_gemma":[0.9999678,0.00001069633,0.000004125207,0.000004665088,0.00000797447,0.000004608219],"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":[0.0003036269,0.0002141745,0.001952261,0.0004168651,0.00004765831,0.0004313263,0.0002202408,0.05252103,0.7720821,0.1586497,0.002535463,0.01062547],"study_design_scores_gemma":[0.0000330037,0.0001373913,0.0038874,0.00003406756,0.00002254229,0.0001919943,0.0003075016,0.8191096,0.1428579,0.03010831,0.003258962,0.00005148971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95856,0.002024001,0.01899444,0.00107551,0.0001514099,0.00002133238,0.0001582621,0.0001180926,0.01889696],"genre_scores_gemma":[0.9954149,0.0004452576,0.001654815,0.00003916291,0.00001486456,0.00001036163,0.00003971338,0.0000223178,0.002358694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001527347,"threshold_uncertainty_score":0.005109429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009898171468084731,"score_gpt":0.2361153868879476,"score_spread":0.2262172154198628,"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."}}