{"id":"W2080460578","doi":"10.1007/s00211-006-0006-5","title":"Linear Complexity Solution of Parabolic Integro-differential Equations","year":2006,"lang":"en","type":"article","venue":"Numerische Mathematik","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Discretization; Galerkin method; Work (physics); Mathematical analysis; Integer (computer science); Numerical analysis; Parabolic partial differential equation; Differential equation; Space (punctuation); Combinatorics; Finite element method; Physics","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":[0.0005289584,0.000528849,0.0009247472,0.0005882967,0.0004955601,0.001404066,0.0007378114,0.0009833698,0.003689924],"category_scores_gemma":[0.002739124,0.0002321601,0.0005337793,0.0004319044,0.0009909034,0.001295921,0.001933743,0.001659826,0.0004150805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009271721,"about_ca_system_score_gemma":0.0008416995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582878,"about_ca_topic_score_gemma":0.001807896,"domain_scores_codex":[0.999689,0.0000875978,0.00001332838,0.00002788267,0.0001442495,0.00003798797],"domain_scores_gemma":[0.9991292,0.0005105145,0.0000847043,0.00004154833,0.0001584918,0.00007553396],"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":[0.000158555,0.0001324253,0.0007079218,0.0003057247,0.00006696543,0.0001765247,0.0002569507,0.2749391,0.006368494,0.6777627,0.004700779,0.03442379],"study_design_scores_gemma":[0.00001944168,0.00002081285,0.0001508697,0.000009280695,0.00000618569,0.00002406242,0.00003057101,0.8674697,0.0004799154,0.1303321,0.001447308,0.000009703044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1248468,0.002508384,0.8073004,0.004725118,0.0008779058,0.0001056036,0.0001839303,0.0002093816,0.05924251],"genre_scores_gemma":[0.8638926,0.001701712,0.06873893,0.0004800082,0.0008017789,0.0002267305,0.0002662715,0.0001735792,0.06371848],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003689924,"threshold_uncertainty_score":0.012344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04013664053943961,"score_gpt":0.2760915167865393,"score_spread":0.2359548762470997,"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."}}