{"id":"W3101733808","doi":"","title":"Efficient Algorithms for Universal Quantum Simulation","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Quantum simulator; Quantum algorithm; Qubit; Quantum computer; Quantum; Quantum dynamics; Theoretical computer science; Algorithm; Computational science; Quantum mechanics; Physics","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":[0.001628336,0.001016083,0.001116672,0.0009535127,0.001023695,0.002334637,0.002132913,0.001262759,0.01405186],"category_scores_gemma":[0.00649984,0.0007212943,0.00120864,0.001264871,0.002032592,0.003646676,0.003758618,0.002865523,0.00294301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001981577,"about_ca_system_score_gemma":0.001479925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606567,"about_ca_topic_score_gemma":0.001540197,"domain_scores_codex":[0.9985698,0.0004720768,0.00008901372,0.0002191364,0.0004944747,0.0001553681],"domain_scores_gemma":[0.9978914,0.001135537,0.00006596312,0.0005430588,0.0003051038,0.00005894418],"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":[0.00007339997,0.000051832,0.0002371634,0.0001882978,0.00004207692,0.00004310338,0.0001475205,0.1200655,0.001397535,0.7704675,0.006355568,0.1009305],"study_design_scores_gemma":[0.00002755119,0.00001234682,0.00003932179,0.0000438516,0.000009543318,0.00002731638,0.00002718385,0.4994242,0.001339368,0.4861431,0.01289535,0.00001080385],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004485772,0.0008061487,0.9755337,0.0004085281,0.00008812689,0.000107809,0.0001006938,0.00127013,0.01719915],"genre_scores_gemma":[0.1800925,0.001235465,0.804532,0.0002476656,0.0001140064,0.0004763696,0.0005043971,0.0006873245,0.01211032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01405186,"threshold_uncertainty_score":0.04700816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064926845779435,"score_gpt":0.251543106781065,"score_spread":0.2308938383232707,"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."}}