{"id":"W4378766967","doi":"10.48550/arxiv.2305.17620","title":"Probing Ring Resonator Sensor Based on Vernier Effect","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Vernier scale; Resonator; Bend radius; Multiplexer; Optics; Free spectral range; RADIUS; Insertion loss; Materials science; Bending; Multiplexing; Electronic engineering; Computer science; Engineering; Physics","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":[0.0005519134,0.0005232617,0.0005491773,0.0003093645,0.0001898631,0.0005462486,0.001076743,0.0009441313,0.001245029],"category_scores_gemma":[0.0008356192,0.0003416616,0.0003778225,0.0002535878,0.000426075,0.001227323,0.0005166799,0.0005172315,0.000432715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003668731,"about_ca_system_score_gemma":0.0001553951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000243344,"about_ca_topic_score_gemma":0.0005026023,"domain_scores_codex":[0.9991055,0.0001135494,0.00003263478,0.0004175549,0.000264205,0.00006657114],"domain_scores_gemma":[0.9992121,0.0002523544,0.0002305,0.0001112304,0.0001484956,0.00004526511],"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":[0.0000504408,0.00001582797,0.0001808206,0.00003960711,0.000008025834,0.00004953704,0.00002936966,0.0002885388,0.9953308,0.0003956326,0.00009708033,0.003514304],"study_design_scores_gemma":[0.000007897715,0.0001864088,0.0007721298,0.000003464216,0.0000198212,0.0002054427,0.00001457341,0.01262095,0.9848896,0.00009162029,0.001160622,0.00002750568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8324961,0.002458385,0.1534592,0.0002779659,0.000353501,0.0001568985,0.0004110436,0.001631503,0.008755507],"genre_scores_gemma":[0.9067463,0.0004265525,0.0900225,0.0001022076,0.00004533452,0.00004036356,0.0000927228,0.00003083189,0.002493276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001245029,"threshold_uncertainty_score":0.004164994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04300886525283183,"score_gpt":0.1757954861212794,"score_spread":0.1327866208684476,"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."}}