{"id":"W2782078086","doi":"10.1145/3177795.3177799","title":"<b>CUMODP</b>","year":2018,"lang":"en","type":"article","venue":"ACM communications in computer algebra","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"CUDA; Computer science; Modular design; Solver; Graphics; Floating point; Integer (computer science); Modular arithmetic; Polynomial; Parallel computing; Software; Double-precision floating-point format; Computational science; Mathematics; Computer graphics (images); Programming language","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0003916426,0.0001713471,0.0001897038,0.0002876467,0.00028942,0.0002152497,0.007505013,0.00006984236,0.00001857951],"category_scores_gemma":[0.0000723483,0.0001777391,0.00006682942,0.001033619,0.0002524551,0.0006629162,0.004964471,0.000248809,0.0004673028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007719807,"about_ca_system_score_gemma":0.0000950649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007192804,"about_ca_topic_score_gemma":0.000112891,"domain_scores_codex":[0.9984382,0.0002038214,0.0004103486,0.0004142115,0.0001957634,0.0003376289],"domain_scores_gemma":[0.9941854,0.0004580125,0.0001055224,0.005025016,0.0001343522,0.00009171596],"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":[0.000003738864,0.0002186789,0.001403188,0.000004813036,0.00001697739,0.000003878575,0.001778675,0.00004138125,0.0001457436,0.3029172,0.003856648,0.6896091],"study_design_scores_gemma":[0.0007603006,0.000200404,0.03328771,0.00006643478,0.000005193712,0.0000409307,0.00001249008,0.6596662,0.0005413337,0.27206,0.03286434,0.0004946245],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03704889,0.0002919259,0.9463821,0.01144188,0.0007589476,0.0002265793,0.000001440489,0.0004764977,0.003371711],"genre_scores_gemma":[0.6027355,0.0000335823,0.3958142,0.001156878,0.0001889608,0.00002150292,0.000006471283,0.000008524512,0.00003436055],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6891145,"threshold_uncertainty_score":0.9978648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03904536777839753,"score_gpt":0.3033831524561591,"score_spread":0.2643377846777616,"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."}}