{"id":"W3126124413","doi":"","title":"Quantitative robustness analysis of quantum programs","year":2019,"lang":"en","type":"article","venue":"UTS ePRESS (University of Technology Sydney)","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wind Energy Technologies Office; Canadian Institute for Advanced Research","keywords":"Robustness (evolution); Qubit; Computer science; Quantum computer; Quantum; Theoretical computer science; Quantum error correction; Quantum logic; Algorithm; Computer engineering; Quantum mechanics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005589448,0.0007184524,0.0006439437,0.003150753,0.0007066066,0.002403789,0.001375195,0.00101307,0.002419884],"category_scores_gemma":[0.03128914,0.0004073541,0.001429241,0.0008691475,0.004908666,0.003942998,0.00230735,0.002464146,0.0001637062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003131324,"about_ca_system_score_gemma":0.001069674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312446,"about_ca_topic_score_gemma":0.0005123793,"domain_scores_codex":[0.994609,0.001856612,0.0002737349,0.0008525985,0.0019017,0.0005063546],"domain_scores_gemma":[0.9635411,0.02755622,0.003250092,0.002402763,0.002553334,0.000696557],"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":[0.0001650821,0.00006177133,0.002489723,0.0002153103,0.000120926,0.0002122613,0.0003779967,0.2974374,0.00930859,0.6736404,0.0006303809,0.01534015],"study_design_scores_gemma":[0.00001031398,0.0000537526,0.0006589213,0.00002743668,0.00002688695,0.00004383449,0.00005382128,0.5808557,0.004581854,0.412868,0.0007945548,0.0000248575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1628885,0.0003766431,0.8268909,0.001085291,0.00004243822,0.00009808788,0.0003345441,0.000761009,0.007522632],"genre_scores_gemma":[0.9515316,0.0001828278,0.04609688,0.0001398693,0.00007967777,0.0001141922,0.0002173454,0.0001449894,0.001492568],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005589448,"threshold_uncertainty_score":0.02956015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009531933749755339,"score_gpt":0.2117019466349176,"score_spread":0.2021700128851623,"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."}}