{"id":"W4297805237","doi":"10.1364/cleo_at.2022.jth3a.17","title":"Arc-Induced Core Expansion in Visible-Light Multicore Fibers","year":2022,"lang":"en","type":"article","venue":"Conference on Lasers and Electro-Optics","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Core (optical fiber); Materials science; Visible spectrum; Fusion splicing; Multi-core processor; Facet (psychology); Optical fiber; Optics; Fiber; Optoelectronics; Composite material; Computer science; Physics; Parallel computing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009831846,0.000215261,0.0002397166,0.0001746746,0.000116396,0.00004300403,0.0002174304,0.0001161855,0.00006067748],"category_scores_gemma":[0.00003316458,0.0002180102,0.00003395042,0.0003463099,0.00004651164,0.00006448271,0.00010411,0.000684631,0.000009772545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194762,"about_ca_system_score_gemma":0.00003327967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006667708,"about_ca_topic_score_gemma":0.00002106034,"domain_scores_codex":[0.9988104,0.00001880384,0.0002081661,0.0002755002,0.0001957927,0.0004913969],"domain_scores_gemma":[0.999512,0.00008130669,0.00002709708,0.0002724865,0.00002409633,0.00008307938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004720713,0.0005187718,0.003328116,0.0002689604,0.0001690009,0.0004792596,0.001681032,0.07212166,0.4334604,0.3217692,0.007242758,0.1584888],"study_design_scores_gemma":[0.001174343,0.001203722,0.0007019936,0.00009254165,0.00002098641,0.00001747101,0.001345259,0.9592033,0.02608204,0.007888615,0.001565065,0.0007046491],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949631,0.0001210826,0.0001001931,0.0006088178,0.0001880879,0.0002035925,0.000006595624,0.0003644413,0.003444102],"genre_scores_gemma":[0.9981846,0.0004805434,0.001036718,0.0001074066,0.00002299455,0.00005242279,0.00001454912,0.00003248635,0.00006828753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8870816,"threshold_uncertainty_score":0.88902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496285673317714,"score_gpt":0.2344939275679785,"score_spread":0.2095310708348014,"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."}}