{"id":"W4399522253","doi":"10.1145/3618260.3649638","title":"Classical Simulation of Peaked Shallow Quantum Circuits","year":2024,"lang":"en","type":"article","venue":"","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"","keywords":"Qubit; Polynomial; Quantum computer; Inverse; Algorithm; Quantum circuit; Electronic circuit; Mathematics; Scaling; Observable; Exponential function; Discrete mathematics; Computer science; Topology (electrical circuits); Quantum; Combinatorics; Quantum mechanics; Physics; Quantum error correction; Mathematical analysis","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":[0.000176731,0.00009648941,0.0001238387,0.0001096487,0.00004398083,0.0001229468,0.000397936,0.00004788638,0.00002143906],"category_scores_gemma":[0.00002904671,0.00007349048,0.00008880566,0.000412599,0.00003032183,0.0001464484,0.0001332378,0.0001415812,0.00004244378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001208384,"about_ca_system_score_gemma":0.00005757157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006250791,"about_ca_topic_score_gemma":0.000001702714,"domain_scores_codex":[0.9990402,0.00003675101,0.0001981672,0.0003077559,0.0002428198,0.0001742668],"domain_scores_gemma":[0.9993228,0.0002683063,0.00002656262,0.0002837228,0.00004112333,0.00005744247],"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":[0.000001119987,0.00005274226,0.0000490843,0.00007162872,0.00002452241,0.00003516964,0.0008514133,0.2670452,0.001275643,0.3386122,0.0004495087,0.3915318],"study_design_scores_gemma":[0.00006273377,0.00006437065,0.0006847357,0.0000484374,0.000002926486,0.000008885974,0.000004154198,0.9844435,0.0002373732,0.0106647,0.003682292,0.00009585821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05760779,0.0001651259,0.9382126,0.001164355,0.0005670211,0.00006019928,0.000001051272,0.0004253347,0.001796496],"genre_scores_gemma":[0.9919497,0.000001601206,0.007532903,0.00007667682,0.00011886,0.000001102628,0.000001139145,0.00000747261,0.00031059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9343418,"threshold_uncertainty_score":0.2996855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810911332086618,"score_gpt":0.2677655401340604,"score_spread":0.2496564268131942,"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."}}