{"id":"W118802909","doi":"","title":"Recovery methods for evolution and nonlinear problems","year":2010,"lang":"en","type":"dissertation","venue":"UPT. Syiah Kuala University Library (Syiah Kuala University)","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estimator; Finite element method; Applied mathematics; Nonlinear system; Discontinuous Galerkin method; Projection (relational algebra); Mathematics; Norm (philosophy); Mathematical optimization; Computer science; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002849054,0.0007824798,0.0009354397,0.001424928,0.0006895007,0.00009381426,0.0009564378,0.001109289,0.0001129939],"category_scores_gemma":[0.0002071124,0.001033869,0.0003734077,0.001354962,0.0001937855,0.002071318,0.0004660259,0.001236358,0.00001887296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003581649,"about_ca_system_score_gemma":0.0002868738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001238679,"about_ca_topic_score_gemma":0.00002720481,"domain_scores_codex":[0.9973617,0.0003078318,0.0004509698,0.0009109821,0.0003251986,0.0006433599],"domain_scores_gemma":[0.9967116,0.0017411,0.0003765898,0.0005648808,0.0002199162,0.0003859823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004467826,0.001610829,0.0006860738,0.02113767,0.005069972,0.0006368628,0.01311172,0.08221568,0.02009227,0.2771514,0.01803754,0.5557822],"study_design_scores_gemma":[0.00270062,0.0004640067,0.0004305372,0.0008089299,0.001002393,0.00003147997,0.005336043,0.07896394,0.002783779,0.06592023,0.8386766,0.002881463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02143748,0.0007390713,0.9280925,0.0001614036,0.002718411,0.001937467,0.0007068049,0.001913413,0.04229341],"genre_scores_gemma":[0.0009914265,0.001284909,0.9472997,0.00003681409,0.0002961967,0.000002922833,0.001579531,0.0002602049,0.04824827],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.820639,"threshold_uncertainty_score":0.9992112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118042330553679,"score_gpt":0.2499214280901194,"score_spread":0.2387410047845826,"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."}}