{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638496,0.0007758444,0.001032542,0.001106966,0.0003743625,0.0009894464,0.0009845655,0.001732397,0.001423884],"category_scores_gemma":[0.005368195,0.0005308252,0.0009528711,0.0004670804,0.001455204,0.001463701,0.00132534,0.001296241,0.0003768803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003872586,"about_ca_system_score_gemma":0.0005991342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008894895,"about_ca_topic_score_gemma":0.0005428282,"domain_scores_codex":[0.9993429,0.000208897,0.00003600033,0.0001527842,0.0002182688,0.00004122379],"domain_scores_gemma":[0.9974195,0.001867698,0.0002525388,0.0001059086,0.0002958016,0.00005854206],"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":[0.0005244583,0.0001561353,0.002947245,0.001041075,0.0001155306,0.0009825751,0.0009622109,0.5892481,0.1575686,0.09393319,0.001157753,0.1513631],"study_design_scores_gemma":[0.000006640089,0.00006991506,0.0001931426,0.00001771837,0.0000132121,0.00007994051,0.00003117686,0.9884658,0.007008897,0.003618494,0.0004828813,0.0000122061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005487147,0.00006226294,0.99417,0.00002659606,0.000005672639,0.00001120626,0.000004490132,0.00004402716,0.0001886144],"genre_scores_gemma":[0.4786901,0.0004486108,0.5182631,0.00004921277,0.0000771631,0.0001630781,0.00009782566,0.0001037405,0.002107246],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001732397,"threshold_uncertainty_score":0.008665323,"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."}}