{"id":"W2094069363","doi":"10.1145/1277548.1277564","title":"Jeffery-hamel flow with maple","year":2007,"lang":"en","type":"article","venue":"","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Maple; Computer science; Vertex (graph theory); Flow (mathematics); Aside; Calculus (dental); Mathematics; Theoretical computer science; Geometry; Graph","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":[0.0001690892,0.0000642037,0.00006058167,0.0000507495,0.00005300356,0.00006562072,0.0002686411,0.00001842968,0.00002793119],"category_scores_gemma":[0.000004696774,0.00004456148,0.00001907282,0.0002218306,0.00001550373,0.0002136174,0.00007338903,0.00004514633,0.0001216649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001454394,"about_ca_system_score_gemma":0.00002591193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003096701,"about_ca_topic_score_gemma":0.00005304729,"domain_scores_codex":[0.9994027,0.00000715238,0.00009001343,0.0001719703,0.000140046,0.00018811],"domain_scores_gemma":[0.9996343,0.00005709489,0.0000216925,0.0001886452,0.00002541733,0.00007282013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002041467,0.00006714757,0.0009418289,0.000006009969,0.00001384408,0.00004875877,0.0005184293,0.0004447369,0.0007599264,0.1226779,0.00398851,0.8705125],"study_design_scores_gemma":[0.00242311,0.0008176249,0.1125459,0.00004621482,0.00001121261,0.0002131076,0.0001055319,0.7392178,0.05065096,0.03961979,0.05323881,0.001109959],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05310318,0.00001236674,0.9301556,0.0006219272,0.0001560733,0.00004963996,1.574023e-7,0.0001843044,0.01571673],"genre_scores_gemma":[0.8287463,4.070607e-7,0.1690843,0.0006213014,0.0000780699,0.000001166516,8.95558e-7,0.000003187515,0.001464422],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8694026,"threshold_uncertainty_score":0.1817164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007143792558515609,"score_gpt":0.2092039527691343,"score_spread":0.2020601602106187,"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."}}