{"id":"W1848847180","doi":"10.1103/physrevx.5.031026","title":"Seeking Quantum Speedup Through Spin Glasses: The Good, the Bad, and the Ugly","year":2015,"lang":"en","type":"article","venue":"Physical Review X","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"D-Wave Systems (Canada)","funders":"Division of Materials Research; NIH Office of the Director; Intelligence Advanced Research Projects Activity; City University of New York; Eidgenössische Technische Hochschule Zürich; National Science Foundation; Office of the Director of National Intelligence; University of Texas at Austin","keywords":"Quantum annealing; Speedup; Simulated annealing; Quantum computer; Quantum; Spin (aerodynamics); Annealing (glass)","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":[0.001148773,0.0002681919,0.0006842822,0.0004281068,0.001221174,0.001696819,0.0005451041,0.00136565,0.004780056],"category_scores_gemma":[0.004199916,0.0003521495,0.0004013343,0.0003178147,0.003605311,0.003131763,0.0009844562,0.001679229,0.0004051346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055069,"about_ca_system_score_gemma":0.000873602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002323203,"about_ca_topic_score_gemma":0.004353953,"domain_scores_codex":[0.9997718,0.00009135585,0.000007347341,0.00003333603,0.00005535493,0.00004080581],"domain_scores_gemma":[0.9988163,0.00075539,0.00007391559,0.0001817033,0.00008430083,0.00008844194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00018586,0.00006384005,0.0005497956,0.0001714152,0.00005451891,0.00005942313,0.0001580377,0.04806034,0.003234235,0.9097955,0.008573398,0.02909359],"study_design_scores_gemma":[0.00006613176,0.0000485416,0.00026557,0.00004561149,0.00002044234,0.00002164609,0.00007014632,0.1621384,0.0012438,0.8301755,0.005885366,0.0000188564],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4904536,0.04338293,0.2690006,0.07368522,0.002798304,0.000108101,0.0001727258,0.001368273,0.1190302],"genre_scores_gemma":[0.9571615,0.005117309,0.02997412,0.001309024,0.0003798088,0.00003420603,0.0000287455,0.0001527277,0.005842554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004780056,"threshold_uncertainty_score":0.01599085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604528961415251,"score_gpt":0.3091685804826562,"score_spread":0.2831232908685037,"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."}}