{"id":"W2093566518","doi":"10.1109/synasc.2013.25","title":"Software Implementation of Numerical Algorithms in Arbitrary Precision","year":2013,"lang":"en","type":"article","venue":"","topic":"Numerical Methods and Algorithms","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"MATLAB; Computer science; Algebraic number; Class (philosophy); Software; Algorithm; Numerical analysis; Theoretical computer science; Mathematics; Programming language; Artificial intelligence","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":[0.000206844,0.00008554611,0.0001635698,0.00009080669,0.00002003942,0.00004273942,0.0003868379,0.00003407795,0.0003827215],"category_scores_gemma":[0.00003199567,0.00006559471,0.00004669577,0.0005499498,0.00001702316,0.0005509778,0.0001601874,0.00008500668,0.00004928206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000184012,"about_ca_system_score_gemma":0.00003008472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007571538,"about_ca_topic_score_gemma":0.000002103548,"domain_scores_codex":[0.9989196,0.00008803255,0.0003151981,0.0002512732,0.0002277172,0.0001982011],"domain_scores_gemma":[0.9993811,0.000175201,0.00006902768,0.0002491502,0.00005304803,0.0000724342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[3.711704e-7,0.00004448245,0.003359983,0.000003646083,0.000002240621,0.00000114257,0.0001016927,0.000005285931,0.0002560757,0.00219469,0.0001749436,0.9938554],"study_design_scores_gemma":[0.001265769,0.0005897889,0.56817,0.00003899834,0.000004204488,0.00001405667,0.0003880768,0.2453564,0.02644042,0.155663,0.00154327,0.0005260466],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01061623,0.00003979664,0.9881557,0.0004563241,0.0001337733,0.0002014613,8.813294e-7,0.00006085428,0.0003349863],"genre_scores_gemma":[0.05626173,0.00000805943,0.9434075,0.000214992,0.0000239447,0.00002921976,0.000001136082,0.000004762017,0.00004866111],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9933294,"threshold_uncertainty_score":0.4190532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633220827336522,"score_gpt":0.3139169557224927,"score_spread":0.2975847474491275,"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."}}