{"id":"W3128101795","doi":"10.1088/2515-7647/ac1ef4","title":"2022 Roadmap on integrated quantum photonics","year":2021,"lang":"en","type":"preprint","venue":"Journal of Physics Photonics","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Materials Sciences and Engineering; Army Research Office; Sandia National Laboratories; Air Force Office of Scientific Research; Office of Naval Research; Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Advanced Research Projects Agency; European Regional Development Fund; University of California, Santa Barbara; National Nuclear Security Administration; Defense Advanced Research Projects Agency; Air Force Research Laboratory; National Institute of Standards and Technology; National Aeronautics and Space Administration; Ministry of Science and Higher Education of the Russian Federation; Russian Science Foundation; Deutsche Forschungsgemeinschaft; Westpac Bicentennial Foundation; U.S. Department of Defense; Vetenskapsrådet; U.S. Department of Energy; European Commission; Basic Energy Sciences; Keysight Technologies; Texas A and M University; Russian Foundation for Basic Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Photonics; Computer science; Integrated circuit; Quantum computer; Electronics; Electrical engineering; Quantum; Electronic engineering; Engineering; Physics; Optoelectronics","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":[0.004071299,0.001063665,0.0005292471,0.00107133,0.0008455104,0.002969623,0.001028401,0.005428748,0.04829338],"category_scores_gemma":[0.00364641,0.0003575509,0.0004602866,0.0007946205,0.0009732451,0.004366715,0.002617055,0.002449972,0.0195471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002025703,"about_ca_system_score_gemma":0.005672836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519838,"about_ca_topic_score_gemma":0.001114124,"domain_scores_codex":[0.9985196,0.0003417976,0.0000529064,0.000134179,0.0005970492,0.0003544967],"domain_scores_gemma":[0.9973505,0.0008300951,0.00008574188,0.0001672099,0.001016286,0.0005501661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001998128,0.0001712391,0.0002544726,0.001025874,0.00002523232,0.0001862726,0.00007259977,0.003527367,0.003463023,0.293283,0.4569084,0.2408827],"study_design_scores_gemma":[0.0000377413,0.0001400922,0.0004008786,0.0003048709,0.000006615046,0.0001134684,0.00006734874,0.004328532,0.001412276,0.08557405,0.9075965,0.00001765766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01509983,0.11492,0.06809723,0.2003305,0.04536156,0.0004647267,0.003307627,0.003284266,0.5491341],"genre_scores_gemma":[0.316021,0.1563932,0.16763,0.05196327,0.01940474,0.001302722,0.01801416,0.001652537,0.2676183],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04829338,"threshold_uncertainty_score":0.1615574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123741962561925,"score_gpt":0.2587025340767729,"score_spread":0.2374651144511536,"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."}}