{"id":"W4396781429","doi":"10.1038/s41534-024-00844-7","title":"Fourier Quantum Process Tomography","year":2024,"lang":"en","type":"article","venue":"npj Quantum Information","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Research Council Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Tomography; Computer science; Process (computing); Fourier transform; Algorithm; Mathematics; Physics; Optics; Mathematical analysis; Programming language","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001298241,0.0005234632,0.0006476155,0.0006273889,0.0003949324,0.001094929,0.000992502,0.001034205,0.004962539],"category_scores_gemma":[0.003857073,0.0002545653,0.0004180408,0.0008431391,0.001925341,0.002331472,0.001563666,0.001636475,0.0008098261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006005186,"about_ca_system_score_gemma":0.0006776326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004962258,"about_ca_topic_score_gemma":0.0004109807,"domain_scores_codex":[0.9988483,0.0003914656,0.00003305249,0.000200049,0.0004050489,0.0001219506],"domain_scores_gemma":[0.9983386,0.0007087727,0.0001805922,0.0005798977,0.0001445349,0.00004768157],"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":[0.0007843758,0.0001786941,0.002399008,0.0002771018,0.0001029858,0.0004243586,0.0002441568,0.1191681,0.1247028,0.6468986,0.004313368,0.1005065],"study_design_scores_gemma":[0.00004449616,0.00009349018,0.0007915891,0.00003350495,0.00001375746,0.0003427597,0.00003490801,0.8150348,0.06250717,0.1158715,0.005173152,0.00005898173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05871476,0.0002681267,0.9273693,0.0004837705,0.00007730862,0.00008134523,0.0006298452,0.0007205554,0.01165499],"genre_scores_gemma":[0.7834737,0.0002480536,0.2115047,0.0002062053,0.00005429955,0.0001196844,0.0006271953,0.0001109117,0.003655198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004962539,"threshold_uncertainty_score":0.01660132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007260514669366933,"score_gpt":0.2694086689793299,"score_spread":0.2621481543099629,"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."}}