{"id":"W4404848023","doi":"10.1109/focs61266.2024.00138","title":"Constant-Depth Arithmetic Circuits for Linear Algebra Problems","year":2024,"lang":"en","type":"article","venue":"","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Science Foundation","keywords":"Constant (computer programming); Arithmetic; Algebra over a field; Mathematics; Saturation arithmetic; Linear algebra; Computer science; Arbitrary-precision arithmetic; Pure mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009880366,0.001465668,0.0007531263,0.00111973,0.001065437,0.002920102,0.002488993,0.001228599,0.0177381],"category_scores_gemma":[0.005665286,0.0007124219,0.001193001,0.001619991,0.001430431,0.00599818,0.002603207,0.002830205,0.00387999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002994387,"about_ca_system_score_gemma":0.001641366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206588,"about_ca_topic_score_gemma":0.003076102,"domain_scores_codex":[0.9984016,0.0002732901,0.000114234,0.0003767493,0.0005466915,0.0002874235],"domain_scores_gemma":[0.9979593,0.001262046,0.0001972892,0.0002845557,0.0002167339,0.00008008768],"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":[0.0002831271,0.0002171983,0.0006824098,0.0007421662,0.00004517858,0.0001273172,0.0003144297,0.03256635,0.01019257,0.7133095,0.01589824,0.2256216],"study_design_scores_gemma":[0.0001670299,0.0002083727,0.000194425,0.0001709375,0.00007552929,0.0002396718,0.0001224852,0.1774878,0.01769052,0.7718715,0.03171584,0.00005573351],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04480812,0.001851224,0.8865757,0.002323143,0.0002820066,0.0005432648,0.000669201,0.002800775,0.06014658],"genre_scores_gemma":[0.4265395,0.001636746,0.5454329,0.001319915,0.0004425251,0.0006005008,0.001214894,0.0005029748,0.02231002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0177381,"threshold_uncertainty_score":0.05933988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017759522979822,"score_gpt":0.2583504852245141,"score_spread":0.2381728899947159,"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."}}