{"id":"W4321501182","doi":"10.1103/physreva.107.022618","title":"Measuring ultrafast time-bin qudits","year":2023,"lang":"en","type":"article","venue":"Physical review. A/Physical review, A","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; National Research Council Canada","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Bin; Ultrashort pulse; Robustness (evolution); Computer science; Photon; Physics; Quantum; Algorithm; Quantum mechanics; Laser","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":[0.000811828,0.0003262643,0.0003304727,0.0004546181,0.0003359975,0.0006601693,0.001221306,0.001040708,0.002279617],"category_scores_gemma":[0.002066293,0.000277272,0.0001484474,0.0004958868,0.0008303373,0.001667362,0.001223963,0.001601622,0.0004447417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008483362,"about_ca_system_score_gemma":0.0003816354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003582887,"about_ca_topic_score_gemma":0.0004919971,"domain_scores_codex":[0.9995093,0.00006070029,0.00002133048,0.0001037351,0.000236369,0.00006852089],"domain_scores_gemma":[0.9992653,0.000310039,0.0001588543,0.00007951639,0.0001265722,0.00005969844],"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":[0.0003452119,0.0001801578,0.00117677,0.0003436924,0.00003965868,0.0001656172,0.0003110776,0.001895585,0.8974651,0.05157765,0.001252298,0.04524719],"study_design_scores_gemma":[0.00005416251,0.0002946193,0.001434197,0.00003100793,0.00002276013,0.0002578759,0.0001155967,0.03295577,0.9400253,0.01381761,0.01093174,0.00005945576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7265422,0.00470154,0.238822,0.001759851,0.001476832,0.0002550382,0.0006876843,0.000785423,0.02496947],"genre_scores_gemma":[0.9586459,0.0009692306,0.03503347,0.0002806859,0.00006666149,0.00009785634,0.00009031049,0.00003075779,0.004785149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002279617,"threshold_uncertainty_score":0.007626057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03654248697293663,"score_gpt":0.3386213591647667,"score_spread":0.3020788721918301,"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."}}