{"id":"W3049230998","doi":"10.22331/q-2021-05-04-452","title":"Error mitigation on a near-term quantum photonic device","year":2021,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Xanadu Quantum Technologies (Canada)","funders":"Engineering and Physical Sciences Research Council","keywords":"Photonics; Photon; Quantum; Sampling (signal processing); Quantum error correction; Error detection and correction; Quantum sensor; Gaussian","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":[0.0006277927,0.0003161191,0.000451059,0.0003395865,0.0005355549,0.0007708244,0.001314294,0.0007276291,0.001838935],"category_scores_gemma":[0.001640211,0.0001687786,0.0001926956,0.0003778567,0.0008481374,0.001223082,0.001467477,0.0008656526,0.0005171988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573186,"about_ca_system_score_gemma":0.0004512439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003404075,"about_ca_topic_score_gemma":0.0004119967,"domain_scores_codex":[0.9991378,0.0001383425,0.0000348644,0.0001466676,0.0004739431,0.00006842823],"domain_scores_gemma":[0.9986892,0.0003337289,0.000224737,0.0004719383,0.0002158006,0.0000645461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009729249,0.0003509811,0.002291742,0.0001943512,0.00005705775,0.000444338,0.0003176855,0.04318235,0.6895843,0.1478708,0.002051397,0.1126821],"study_design_scores_gemma":[0.0000422936,0.0005132391,0.0009991716,0.00004565359,0.00003149014,0.0003293451,0.00004720127,0.5005152,0.4748459,0.01537661,0.007173939,0.00008006571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4674925,0.000670351,0.5162818,0.0009414665,0.00029458,0.0001086864,0.0001981871,0.001308118,0.01270423],"genre_scores_gemma":[0.906048,0.0001503548,0.0889255,0.0001926573,0.00005217747,0.00004242254,0.00006605268,0.00004388261,0.004478878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001838935,"threshold_uncertainty_score":0.006151795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130642483152786,"score_gpt":0.2690301666928865,"score_spread":0.2477237418613586,"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."}}