{"id":"W3113669678","doi":"10.18280/mmep.070413","title":"Estimation Technique for a Contact Point Between two Materials in a Stationary Heat Transfer Problem","year":2020,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Nacional de Investigaciones Científicas y Técnicas; Air Force Office of Scientific Research; European Commission","keywords":"Isotropy; Heat transfer; Boundary value problem; Mechanics; Convection; Convective heat transfer; Elasticity (physics); Heat flux; Work (physics); Dirichlet boundary condition; Mathematical analysis; Mathematics; Physics; Thermodynamics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001128945,0.0003199421,0.0006925142,0.0001146827,0.00005480775,0.00007320148,0.0001450174,0.0001490476,0.0000240626],"category_scores_gemma":[0.0003382243,0.0002932449,0.00007674506,0.0002109848,0.00002998424,0.0001880905,0.00004251647,0.0002629907,0.000005456852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005871913,"about_ca_system_score_gemma":0.00002031359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001337358,"about_ca_topic_score_gemma":2.142189e-7,"domain_scores_codex":[0.9979799,0.00006849276,0.0008936134,0.0004164308,0.0002171236,0.0004243848],"domain_scores_gemma":[0.9982951,0.001257721,0.00003788016,0.0001706753,0.00004731429,0.0001912518],"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":[0.0000773409,0.0001684452,0.00001534781,0.01292757,0.00009755894,0.000005116844,0.005068355,0.5932961,0.1030219,0.2842829,0.00003573528,0.001003649],"study_design_scores_gemma":[0.0005538113,0.0001182863,6.029307e-7,0.0005675504,0.00003790524,0.000005794221,0.00001881438,0.5564244,0.01502046,0.426989,0.00002928226,0.0002341287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02207155,0.00003546325,0.9746965,0.0006021244,0.0000280577,0.002187743,0.00003730529,0.0002663062,0.0000750143],"genre_scores_gemma":[0.3798741,0.000007156149,0.6191554,0.00003213468,0.00004108726,0.000810749,0.00001066683,0.00006392986,0.000004811423],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3578025,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0956883729899251,"score_gpt":0.3150145810345203,"score_spread":0.2193262080445952,"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."}}