{"id":"W4411088428","doi":"10.5206/mt.v5i2.22175","title":"Algorithm for finding reduction transformation that transforms a rational ODE to solvable structure","year":2025,"lang":"en","type":"article","venue":"Maple Transactions","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ode; Reduction (mathematics); Transformation (genetics); Mathematics; Pure mathematics; Algebra over a field; Applied mathematics; Mathematical economics; Computer science; Mathematical optimization; Geometry; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001227487,0.0001408234,0.0001467548,0.0003058927,0.0001983298,0.00002416381,0.000104654,0.0001914256,0.00005021748],"category_scores_gemma":[0.000007347656,0.0001460235,0.00008333542,0.000320319,0.00002051691,0.0002341128,0.000001066992,0.0002039098,0.000002818628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008857895,"about_ca_system_score_gemma":0.00002049871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006558087,"about_ca_topic_score_gemma":0.00003121891,"domain_scores_codex":[0.999382,0.000008920871,0.0001707683,0.0001400113,0.00006842146,0.000229848],"domain_scores_gemma":[0.9997554,0.00004874711,0.000008547581,0.0001267522,0.00002813956,0.00003236257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001999533,0.00001639833,0.000001410335,0.0001704201,0.0001221748,2.244889e-7,0.0009417353,0.5023364,0.05327432,0.002575994,0.0005017605,0.4400391],"study_design_scores_gemma":[0.0009209589,0.0000725951,0.0002317522,0.00007765954,0.0001286024,0.00002130053,0.000854995,0.2191438,0.7275668,0.01459429,0.03598888,0.0003983174],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006478757,0.00008106613,0.9896215,0.0008209198,0.001035495,0.0005115799,0.000168456,0.0009443125,0.0003379358],"genre_scores_gemma":[0.6279659,0.00005980355,0.3709522,0.00003365762,0.00004087527,0.0003407765,0.00007186514,0.00002343576,0.0005114416],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6742925,"threshold_uncertainty_score":0.5954666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650968687521054,"score_gpt":0.2740173356386189,"score_spread":0.2475076487634084,"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."}}