{"id":"W3463815","doi":"10.3970/cmes.2008.029.045","title":"Boundary control for inverse Cauchy problems of the Laplace equations","year":2008,"lang":"en","type":"article","venue":"Computer Modeling in Engineering & Sciences","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tikhonov regularization; Cauchy problem; Cauchy distribution; Cauchy boundary condition; Boundary value problem; Boundary (topology); Mathematics; Inverse problem; Initial value problem; Applied mathematics; Regularization (linguistics); Elliptic partial differential equation; Mathematical analysis; Computer science; Partial differential equation; Mixed boundary condition","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":[0.001865875,0.0008396755,0.0007361282,0.001073709,0.000667243,0.001166026,0.0008255604,0.001356981,0.002658918],"category_scores_gemma":[0.004126703,0.0003046627,0.0006780118,0.0003828703,0.002238348,0.001129713,0.002197833,0.00141188,0.0003448622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082334,"about_ca_system_score_gemma":0.001014696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848607,"about_ca_topic_score_gemma":0.0007323156,"domain_scores_codex":[0.999459,0.0002126195,0.00002126153,0.00007120665,0.0001909959,0.00004501607],"domain_scores_gemma":[0.9988139,0.0007010532,0.0001182218,0.00004595443,0.0002581738,0.00006283107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002675797,0.0002237207,0.001245735,0.0006746142,0.00005003804,0.0002478827,0.001036501,0.3587682,0.03351395,0.4961731,0.002976703,0.1048219],"study_design_scores_gemma":[0.00001868705,0.00004736626,0.00009579204,0.00002981507,0.000003615867,0.00003057639,0.00003728409,0.9620826,0.003074733,0.03275207,0.001814449,0.00001296929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04290205,0.0008401409,0.9466466,0.0003978076,0.000135891,0.00008859915,0.00002166702,0.00009071916,0.008876491],"genre_scores_gemma":[0.7737353,0.001040536,0.2089138,0.0001720248,0.0002366887,0.0004111176,0.0001321649,0.0002189171,0.01513951],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002658918,"threshold_uncertainty_score":0.009867847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399322391182237,"score_gpt":0.3119082942970896,"score_spread":0.1719760551788659,"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."}}