{"id":"W4205465748","doi":"10.1021/acsphotonics.1c01410","title":"Integrated Hybrid VO<sub>2</sub>–Silicon Optical Memory","year":2022,"lang":"en","type":"article","venue":"ACS Photonics","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Silicon photonics; Optoelectronics; Waveguide; Silicon; Optical storage; Photonics; Optical switch; Photonic integrated circuit; Optics; Physics","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":[0.00006844108,0.0002221377,0.0002110963,0.000123167,0.0001166223,0.000456846,0.0009799303,0.0003776172,0.001826126],"category_scores_gemma":[0.0001380215,0.0001317221,0.0001229009,0.0002569165,0.0001845277,0.000549448,0.0003891974,0.0001984705,0.0002929153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003447334,"about_ca_system_score_gemma":0.0001739447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006662114,"about_ca_topic_score_gemma":0.001949821,"domain_scores_codex":[0.9999037,0.000003654019,0.000003277116,0.00002524393,0.00003130085,0.00003289282],"domain_scores_gemma":[0.9999335,0.00001065461,0.0000148565,0.000008822322,0.00002219798,0.00000995909],"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":[0.0002125907,0.00008397269,0.000533625,0.00007712053,0.00003933984,0.0001301623,0.00002535474,0.002462587,0.9808187,0.001507643,0.0008656423,0.01324331],"study_design_scores_gemma":[0.00005242446,0.0003592185,0.001185729,0.000007960436,0.00003621,0.0001909929,0.00004571797,0.03376511,0.9568923,0.0005047548,0.006938172,0.00002139836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670497,0.0009415579,0.02032326,0.0001545727,0.0001929954,0.00003008606,0.0003500342,0.0006344459,0.0103233],"genre_scores_gemma":[0.9863467,0.0001621475,0.00876207,0.00007439769,0.00001601981,0.00001943959,0.000168184,0.0000233806,0.00442782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001826126,"threshold_uncertainty_score":0.006109059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155640394342148,"score_gpt":0.2129735821146033,"score_spread":0.2014171781711818,"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."}}