{"id":"W2146061292","doi":"10.1145/1993886.1993900","title":"Vector rational number reconstruction","year":2011,"lang":"en","type":"article","venue":"","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":[0.0000460935,0.00003729271,0.00003372423,0.00001873134,0.00004314601,0.0000275769,0.000138959,0.00001610075,0.0006468863],"category_scores_gemma":[0.00000565437,0.00003199602,0.00002065248,0.00009468869,0.00001260962,0.000386996,0.00003721752,0.00002635394,0.0005096326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001034406,"about_ca_system_score_gemma":0.0000282592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003277807,"about_ca_topic_score_gemma":0.000005250417,"domain_scores_codex":[0.9996553,0.00001251576,0.00007932757,0.0001175316,0.00006456065,0.00007074291],"domain_scores_gemma":[0.9998119,0.00001305079,0.00002318498,0.0000932199,0.00002654609,0.00003205344],"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":[0.000002220247,0.00001504202,0.001163945,8.775891e-7,0.000004633299,0.000001179266,0.0002911376,0.000001924218,0.0003546662,0.7449905,0.001104919,0.252069],"study_design_scores_gemma":[0.0007179715,0.00009193562,0.2590164,0.0000131957,0.000005610419,0.0003910482,0.00003867261,0.08587077,0.03379288,0.6150193,0.004533638,0.000508633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06373351,0.000002643013,0.832055,0.000261933,0.0007669239,0.00003809138,2.21347e-7,0.0001666847,0.102975],"genre_scores_gemma":[0.8614116,4.502392e-7,0.1376195,0.0001582188,0.00007310835,0.00000290457,6.03609e-7,0.00000139395,0.0007322073],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7976781,"threshold_uncertainty_score":0.7082952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397198864046817,"score_gpt":0.2214416987430742,"score_spread":0.197469710102606,"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."}}