{"id":"W2954221821","doi":"10.1115/1.4044157","title":"An Exact Solution for Transient Anisotropic Heat Conduction in Composite Cylindrical Shells","year":2019,"lang":"en","type":"article","venue":"Journal of Heat Transfer","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Thermal conduction; Composite number; Heat transfer; Heat flux; Thermal conductivity; Composite material; Cylindrical coordinate system; Anisotropy; Mechanics; Transient (computer programming); Conductivity; Separation of variables; Partial differential equation; Mathematical analysis; Mathematics; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004763104,0.000464177,0.0004963573,0.0004182709,0.0003711694,0.0005375186,0.0005431662,0.001084375,0.001857614],"category_scores_gemma":[0.001136466,0.0002870979,0.0005827387,0.0003049411,0.0007474312,0.0006241984,0.0004784696,0.0005278934,0.0002855764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004766746,"about_ca_system_score_gemma":0.0008996569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002356107,"about_ca_topic_score_gemma":0.001716566,"domain_scores_codex":[0.9998533,0.00003493025,0.000005048301,0.00001869813,0.00006615788,0.00002190294],"domain_scores_gemma":[0.999734,0.0001269411,0.00002724142,0.00001872395,0.00007999564,0.0000130514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004992971,0.00003757598,0.0004016384,0.0001481463,0.00001204415,0.0002054987,0.0001258752,0.933878,0.01784778,0.03461982,0.0006304469,0.01204316],"study_design_scores_gemma":[0.000005089597,0.000007746902,0.00003812461,0.000003881652,0.000001048188,0.00001444912,0.00001275142,0.997941,0.0005765171,0.001108054,0.0002890172,0.000002323751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04694801,0.0003047587,0.9438529,0.0001721581,0.00006051335,0.00006372586,0.00004720044,0.000179031,0.008371759],"genre_scores_gemma":[0.8220495,0.0004358426,0.1657573,0.00008315958,0.00006152369,0.0002385444,0.00007571593,0.0001199133,0.01117847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002356107,"threshold_uncertainty_score":0.006214321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00788648936990475,"score_gpt":0.2257637542686794,"score_spread":0.2178772648987747,"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."}}