{"id":"W2115384070","doi":"10.1109/ipdps.2004.1303271","title":"A parallel method for near-circulant penta-diagonal systems","year":2004,"lang":"en","type":"article","venue":"","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Toeplitz matrix; Tridiagonal matrix; Circulant matrix; Diagonal; Coefficient matrix; Row; Linear system; Matrix (chemical analysis); Computer science; Band matrix; Row and column spaces; Mathematics; Algorithm; Tridiagonal matrix algorithm; Symmetric matrix; Square matrix; Eigenvalues and eigenvectors; Mathematical analysis; Pure mathematics; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.000598761,0.0001088503,0.0001595744,0.00003193119,0.0001534046,0.0002600776,0.0005730155,0.00004267575,0.00002191105],"category_scores_gemma":[0.00001901653,0.00008438115,0.0001021589,0.000131189,0.00001986966,0.000223428,0.00009324773,0.00005902548,0.00009710893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003121337,"about_ca_system_score_gemma":0.00009349559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028559,"about_ca_topic_score_gemma":0.000002936439,"domain_scores_codex":[0.9990298,0.00005636687,0.0001816216,0.0003019375,0.0001679748,0.0002623347],"domain_scores_gemma":[0.9993342,0.0001352304,0.00004942758,0.0003372126,0.00004477688,0.00009910791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005600069,0.00004146688,0.000004605563,0.00002275347,0.00001593854,0.000009903118,0.0001604475,0.008630036,0.0001077557,0.986705,0.0003456244,0.003950889],"study_design_scores_gemma":[0.001851842,0.0001706318,0.00008365903,0.00002982563,0.00001372691,0.0002602426,0.00008082421,0.7678561,0.001018167,0.1949081,0.03333949,0.0003874363],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003644119,0.000131378,0.9955752,0.000745236,0.0005115339,0.0003314019,0.000004751287,0.0001707775,0.002165263],"genre_scores_gemma":[0.03865837,0.000002757694,0.9593436,0.000507274,0.0001446185,0.00008967141,0.000003516561,0.000008064551,0.001242175],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7917969,"threshold_uncertainty_score":0.3440963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294452711153719,"score_gpt":0.2887929345556607,"score_spread":0.2658484074441235,"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."}}