{"id":"W2095647001","doi":"10.1109/icsens.2009.5398238","title":"Study of surface enhanced Raman scattering (SERS) within hollow core photonic crystal fiber","year":2009,"lang":"en","type":"article","venue":"","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Rhodamine 6G; Raman scattering; Materials science; Photonic-crystal fiber; Raman spectroscopy; Photonic crystal; Optics; SIGNAL (programming language); Core (optical fiber); Optoelectronics; Fiber; Physics; Fluorescence; Wavelength","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":[0.0001127395,0.0002232844,0.0003105872,0.00005220153,0.00004354515,0.00002742183,0.0002053701,0.00007333848,0.0002445262],"category_scores_gemma":[0.000005309784,0.0002095963,0.00006905503,0.0002275522,0.0000274883,0.0001270778,0.00003964451,0.0001914165,0.00002662178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005493651,"about_ca_system_score_gemma":0.00001620543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001813265,"about_ca_topic_score_gemma":0.00006471297,"domain_scores_codex":[0.9988821,0.000008999308,0.0003688387,0.0002208465,0.0002191693,0.0003000786],"domain_scores_gemma":[0.9994371,0.00002240863,0.00004931731,0.0003655936,0.00003573685,0.00008982056],"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":[0.000034372,0.0002714453,0.0001542037,0.0000488033,0.00008103633,0.0000183871,0.00484588,0.1017601,0.8921368,0.0000356803,0.000175007,0.0004383079],"study_design_scores_gemma":[0.006322937,0.002602141,0.009057501,0.0002212335,0.0001737906,0.00005681934,0.01283803,0.1192512,0.8463521,0.0004209119,0.0007630576,0.001940304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869873,0.00004886529,0.0002130788,0.000009078292,0.0001575838,0.0003650324,0.000006292511,0.000296721,0.01191605],"genre_scores_gemma":[0.9979758,0.000008444003,0.0009667239,0.00002619385,0.00001806285,0.00000472359,0.00000451222,0.0000298571,0.0009656409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04578474,"threshold_uncertainty_score":0.8547089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649464716434832,"score_gpt":0.2330888719530206,"score_spread":0.2165942247886723,"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."}}