{"id":"W3176464411","doi":"10.1038/s41566-021-00832-9","title":"Reconfigurable electronic circuits for magnetic fields controlled by structured light","year":2021,"lang":"en","type":"article","venue":"Nature Photonics","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Joint Attosecond Science Laboratory; National Research Council Canada","funders":"Army Research Office; Defense Advanced Research Projects Agency","keywords":"Electronic circuit; Optoelectronics; Physics; Magnetic field; Femtosecond; Materials science; Computer science; Optics; Laser","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":[0.00005864845,0.0001130821,0.0001281656,0.0001546533,0.000151876,0.0003876614,0.0004833945,0.0002469645,0.002641473],"category_scores_gemma":[0.0002278503,0.00008134445,0.0001032767,0.0001278071,0.0002975579,0.0004043951,0.0002692072,0.0003072734,0.000359819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002641517,"about_ca_system_score_gemma":0.0001405938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001699328,"about_ca_topic_score_gemma":0.0007247688,"domain_scores_codex":[0.9999616,0.000004741376,0.000001856486,0.000007590561,0.00001274726,0.00001141975],"domain_scores_gemma":[0.9999261,0.00002339016,0.00001642476,0.00001081439,0.00001307715,0.00001015645],"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":[0.0003099359,0.0001257534,0.0002879422,0.0001598801,0.00002631437,0.000179992,0.0000927844,0.01591264,0.8511811,0.08503439,0.00295768,0.04373164],"study_design_scores_gemma":[0.0001466583,0.0003226686,0.0007319109,0.00004407478,0.00002879788,0.0001666779,0.0000667285,0.3715082,0.5655597,0.04491583,0.01645838,0.00005041593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7632005,0.001076712,0.1852637,0.001361448,0.0007332549,0.00009101964,0.0001970813,0.001169117,0.04690711],"genre_scores_gemma":[0.9802438,0.0001479318,0.01540239,0.000119512,0.00002757562,0.00001991535,0.0000315839,0.00002197736,0.003985268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002641473,"threshold_uncertainty_score":0.008836567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004367080250452877,"score_gpt":0.2221169917707748,"score_spread":0.217749911520322,"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."}}