{"id":"W1507085734","doi":"10.1007/978-3-540-68850-1_2","title":"Boundary Integral Equations for the Laplace-Beltrami Operator","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Differential Equations and Boundary Problems","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Boundary (topology); Operator (biology); Singular boundary method; Boundary value problem; Mixed boundary condition; Poincaré–Steklov operator; Boundary element method; Free boundary problem","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002592654,0.0004223504,0.0004468104,0.000115933,0.0009504702,0.0003350283,0.0004365427,0.0003246444,0.002854529],"category_scores_gemma":[0.0001815643,0.0002606978,0.0004275173,0.00003563154,0.0003164787,0.0001264874,0.00009055285,0.0004326182,0.0002038493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021409,"about_ca_system_score_gemma":0.0005120433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006167174,"about_ca_topic_score_gemma":0.0005243872,"domain_scores_codex":[0.998368,0.00001599184,0.0005949031,0.0003569777,0.0003757296,0.0002883648],"domain_scores_gemma":[0.9971706,0.001553817,0.0002151799,0.0006483814,0.0003311635,0.00008081704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001101073,0.00004405566,2.387256e-7,0.0000550097,0.0002260648,0.000001913394,0.0002433145,0.000002725424,0.000007977407,0.9022684,0.08614889,0.01099038],"study_design_scores_gemma":[0.0003067364,0.00008712764,4.133337e-7,0.00007674542,0.0002137452,0.00001486643,0.00006560988,0.0008850444,0.00001229218,0.3475068,0.6505336,0.0002970496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004351887,0.0008703296,0.3388695,0.00150589,0.0009820093,0.002417608,0.0003480477,0.0002663745,0.6546967],"genre_scores_gemma":[0.001894219,0.0003403682,0.009511822,0.0003291199,0.0004697236,0.0002304863,0.0002115454,0.0001354437,0.9868773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5643847,"threshold_uncertainty_score":0.9999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160364153543428,"score_gpt":0.312849665048383,"score_spread":0.1968132496940402,"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."}}