{"id":"W4408743331","doi":"10.1002/adom.202402706","title":"Building Scalable Silicon Microring Resonator‐Based Neuromorphic Photonic Circuits Using Post‐Fabrication Processing with Photochromic Material","year":2025,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute; Queen's University","funders":"Office of Naval Research; National Science Foundation","keywords":"Materials science; Neuromorphic engineering; Resonator; Fabrication; Photochromism; Photonics; Optoelectronics; Silicon; Scalability; Electronic circuit; Silicon photonics; Nanotechnology; Computer science; Electrical engineering; Artificial neural network","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":[0.000152645,0.0002575655,0.000172294,0.0001180601,0.0001277878,0.0002536879,0.0005507053,0.0003078716,0.00115191],"category_scores_gemma":[0.0002643527,0.0001629866,0.0001964175,0.00009880209,0.000210134,0.0005273291,0.000256182,0.0002980835,0.0003743034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003853837,"about_ca_system_score_gemma":0.000235009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003793681,"about_ca_topic_score_gemma":0.0008982234,"domain_scores_codex":[0.9998906,0.000008792405,0.000005267552,0.00003478641,0.0000449719,0.00001568913],"domain_scores_gemma":[0.9998466,0.00003627044,0.00005273535,0.00002449916,0.00002935674,0.00001065618],"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":[0.00001581935,0.00003024999,0.00008746015,0.000062113,0.000008092241,0.00004675181,0.00001458442,0.003501754,0.98862,0.001142776,0.0002570173,0.006213309],"study_design_scores_gemma":[0.0000159153,0.0002922136,0.000435018,0.000006875364,0.00001179184,0.00008549616,0.00001468241,0.07281314,0.9218934,0.000327598,0.004085973,0.00001789467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8652081,0.001506537,0.1174911,0.0004166613,0.0002804691,0.0001081044,0.0002372655,0.001575241,0.01317655],"genre_scores_gemma":[0.9245663,0.0003407932,0.07277292,0.0000752237,0.00002233229,0.0000606351,0.00008300524,0.00005280875,0.002026002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00115191,"threshold_uncertainty_score":0.003853559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545750929340821,"score_gpt":0.2599478613506325,"score_spread":0.2444903520572242,"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."}}