{"id":"W2084363214","doi":"10.1109/hldvt.2010.5496667","title":"Analysis of range and precision for fixed-point linear arithmetic circuits with feedbacks","year":2010,"lang":"en","type":"article","venue":"","topic":"Numerical Methods and Algorithms","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Heuristics; Fixed-point arithmetic; Electronic circuit; Algorithm; Range (aeronautics); Infinite impulse response; Filter (signal processing); Floating point; Digital filter","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":[0.0004779139,0.00009255627,0.000284328,0.0001656845,0.00004722874,0.00004751702,0.0002823327,0.0000464263,0.00002379625],"category_scores_gemma":[0.0001103107,0.00005860014,0.00008080931,0.0008028411,0.00005736019,0.0001494603,0.00008684971,0.00009118323,0.000001135707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003144004,"about_ca_system_score_gemma":0.00001629134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003378915,"about_ca_topic_score_gemma":0.00002209636,"domain_scores_codex":[0.999155,0.00003087721,0.0001830426,0.0003089133,0.0001702771,0.000151851],"domain_scores_gemma":[0.9988923,0.0004335027,0.00007715375,0.0003702423,0.0001307552,0.00009604847],"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":[0.00001031991,0.00008939238,0.002921663,0.00001746476,0.0001713763,0.000001569972,0.0001947446,0.00004689959,0.00460988,0.006704295,0.00002524623,0.9852071],"study_design_scores_gemma":[0.000862364,0.0005876278,0.03636286,0.00001473452,0.0002768446,0.000008284642,0.00002699913,0.945933,0.009902636,0.004562104,0.001192991,0.0002694878],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0402451,0.00002229566,0.9587812,0.0002812906,0.00009242726,0.0001628149,0.000004591001,0.00003248304,0.0003777776],"genre_scores_gemma":[0.2005568,0.000004470092,0.79916,0.00008336055,0.00002652899,0.00001144046,8.85506e-7,0.000004643062,0.0001518444],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9849377,"threshold_uncertainty_score":0.2389644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494565834489945,"score_gpt":0.2851289415823954,"score_spread":0.270183283237496,"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."}}