{"id":"W4398204237","doi":"10.22331/q-2024-05-22-1354","title":"A High Performance Compiler for Very Large Scale Surface Code Computations","year":2024,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Defense Advanced Research Projects Agency","keywords":"Compiler; Computer science; Parallel computing; Computation; Code (set theory); Programming language; Scale (ratio); Computational science; 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":[0.0009295315,0.0008804175,0.0006465923,0.0007321663,0.0006919575,0.001448471,0.001366463,0.0007443041,0.007057414],"category_scores_gemma":[0.003616986,0.0006741263,0.0009405894,0.0009708992,0.0009412832,0.001783025,0.00144551,0.002075108,0.004050799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007756862,"about_ca_system_score_gemma":0.002324072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239061,"about_ca_topic_score_gemma":0.001376416,"domain_scores_codex":[0.9987761,0.000233612,0.0001153729,0.0001672871,0.0005291749,0.0001784645],"domain_scores_gemma":[0.9979633,0.0006673734,0.00008373403,0.0005510169,0.0006432961,0.00009133734],"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":[0.001171731,0.0005600195,0.005155457,0.001026396,0.0002026128,0.0007285803,0.0009953481,0.1583803,0.08153875,0.1680292,0.1284921,0.4537195],"study_design_scores_gemma":[0.0003609749,0.0003138273,0.00122083,0.0001222327,0.00007934884,0.0003249141,0.0001392892,0.6621707,0.1029109,0.07915984,0.1530532,0.0001438588],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03311593,0.0004317162,0.8801029,0.0002966265,0.0003062966,0.0002138155,0.001259863,0.07114314,0.01312969],"genre_scores_gemma":[0.1890098,0.0002462666,0.78557,0.0002461445,0.00009262704,0.0004415378,0.00319782,0.01508144,0.006114324],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007057414,"threshold_uncertainty_score":0.02360946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278882235371956,"score_gpt":0.2551605109618942,"score_spread":0.2423716886081747,"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."}}