{"id":"W2083008816","doi":"10.1017/s1446181100009901","title":"Guide expansions for the recursive parametric solution of polynomial dynamical systems","year":2006,"lang":"en","type":"article","venue":"The ANZIAM Journal","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ode; Polynomial; Parametric statistics; Applied mathematics; Series (stratigraphy); Dynamical systems theory; Mathematics; Variable (mathematics); Order (exchange); Mathematical analysis; Statistics","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":[0.0005627879,0.000450805,0.0003401502,0.0006920996,0.0003169934,0.0006697161,0.0005557201,0.0005581075,0.004408612],"category_scores_gemma":[0.002836117,0.0001649553,0.0004854545,0.0004040312,0.0007428872,0.0008070763,0.0008120017,0.0009222886,0.0007618174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005622341,"about_ca_system_score_gemma":0.0004281419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336364,"about_ca_topic_score_gemma":0.001526423,"domain_scores_codex":[0.999828,0.00005190958,0.00000691987,0.00001583346,0.00007428693,0.00002312573],"domain_scores_gemma":[0.9995238,0.0002065824,0.00005285032,0.00003936025,0.0001381047,0.00003927989],"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":[0.0000149049,0.00001684896,0.0001654206,0.00004176301,0.000007276174,0.00007946305,0.0001796346,0.09101036,0.004300313,0.8862928,0.001233916,0.01665741],"study_design_scores_gemma":[0.000004567933,0.0000214929,0.0001078878,0.00001421876,0.000004707166,0.00006494772,0.00004081442,0.8526673,0.0009485137,0.1427811,0.003333202,0.00001116576],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06331345,0.0005203066,0.904404,0.0003484429,0.0001081951,0.00005396715,0.00005634384,0.0002573043,0.03093789],"genre_scores_gemma":[0.854507,0.000973912,0.1136668,0.0001314495,0.0001310312,0.0001315764,0.00009019746,0.0002239078,0.03014416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004408612,"threshold_uncertainty_score":0.01474822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238691991739017,"score_gpt":0.2729921807472564,"score_spread":0.2606052608298662,"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."}}