{"id":"W7131122471","doi":"10.1109/nemo59437.2024.11395846","title":"Multiphysics Design &amp; Analysis of Silver-Based Low-Emissivity Coating Technology for Energy Saving Sustainable Windows Applications","year":2024,"lang":"","type":"article","venue":"","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ansys (Canada)","funders":"","keywords":"Coating; Multiphysics; Ray tracing (physics); Attenuation; Energy (signal processing); Window (computing); Leverage (statistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002919543,0.0004332361,0.000388422,0.0002894626,0.0003108164,0.0007845505,0.0005559201,0.0007665795,0.003313925],"category_scores_gemma":[0.0004126639,0.0002901625,0.0007636128,0.0002783264,0.0002552854,0.0004007616,0.0002607213,0.0004093479,0.0005674439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007917156,"about_ca_system_score_gemma":0.0007726601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002109694,"about_ca_topic_score_gemma":0.001807086,"domain_scores_codex":[0.9998171,0.00002221594,0.000005184882,0.00002334636,0.0001045427,0.00002757211],"domain_scores_gemma":[0.9998077,0.00006763332,0.00004242844,0.0000218395,0.00005073228,0.000009729613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007569808,0.000108106,0.00115349,0.0002105012,0.00003902702,0.0001950654,0.00007661639,0.9043664,0.07346316,0.006937589,0.0009700898,0.01240421],"study_design_scores_gemma":[0.000003896714,0.0000523019,0.0002937036,0.000005610797,0.000004135841,0.00001546159,0.00001085045,0.9930101,0.005359191,0.000358912,0.0008801932,0.000005692055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5670006,0.001606382,0.3499053,0.001201299,0.0002319439,0.0003157216,0.0008821044,0.001178303,0.07767838],"genre_scores_gemma":[0.9423029,0.000666743,0.04515179,0.00009537177,0.00002413792,0.0002524868,0.0001849309,0.00009676913,0.01122483],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003313925,"threshold_uncertainty_score":0.01108623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657834788100104,"score_gpt":0.2557827783120613,"score_spread":0.2392044304310603,"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."}}