{"id":"W2006283133","doi":"10.2514/1.41368","title":"Transient Hyperbolic Heat Conduction in a Functionally Graded Hollow Cylinder","year":2010,"lang":"en","type":"article","venue":"Journal of Thermophysics and Heat Transfer","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Thermal conduction; Cylinder; Mechanics; Heat flux; Materials science; Laplace transform; Transient (computer programming); Heat transfer; Thermal; Heat equation; Physics; Thermodynamics; Mathematical analysis; Geometry; Mathematics","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":[0.00008258312,0.0001113233,0.0002212887,0.0001212967,0.00003573696,0.00003130341,0.00005059062,0.00006687282,0.00004834655],"category_scores_gemma":[8.906097e-7,0.00008949837,0.0001261037,0.000152588,0.00002060205,0.0001579278,0.000001664318,0.0003332284,5.787639e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001726596,"about_ca_system_score_gemma":0.00001382351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001158014,"about_ca_topic_score_gemma":0.00005914628,"domain_scores_codex":[0.9994001,0.00001301297,0.0002635506,0.00007534828,0.0001429858,0.0001050097],"domain_scores_gemma":[0.9997939,0.00001416916,0.000004929406,0.00006811575,0.00005972369,0.00005912254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000503779,0.00004704468,0.0003234911,0.00002040173,0.0001002523,0.000005228724,0.0006746294,0.1016944,0.8934911,0.0005401151,0.00001994312,0.003032982],"study_design_scores_gemma":[0.01462871,0.00113532,0.4368425,0.000333775,0.001456625,0.0008432637,0.0006027481,0.3527607,0.170484,0.0114948,0.007343474,0.002074161],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901698,0.0002272278,0.008611089,0.0001898765,0.0004260594,0.00005462562,0.00000214756,0.00001026221,0.0003088637],"genre_scores_gemma":[0.9992471,0.0002484228,0.0001741016,0.00005223504,0.0002523599,0.000001180437,0.000002870219,0.00001648928,0.000005185828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7230071,"threshold_uncertainty_score":0.3649637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005607987627013215,"score_gpt":0.1869913575554552,"score_spread":0.181383369928442,"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."}}