{"id":"W1510399459","doi":"10.1109/cleo.1997.602314","title":"Ultrashort pulse reflection from fiber gratings: device applications","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fiber Bragg grating; PHOSFOS; Materials science; Optics; Optoelectronics; Optical fiber; Reflection (computer programming); Plastic optical fiber; Fiber optic sensor; Polarization-maintaining optical fiber; Computer science; 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":[0.0002513871,0.000357728,0.0002492829,0.0002589525,0.0001698196,0.0004810548,0.0007442491,0.0005734994,0.001307823],"category_scores_gemma":[0.0001900732,0.0002233782,0.0001073227,0.0003994108,0.0002863325,0.0004579125,0.0001922222,0.0003821577,0.0006312359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000258092,"about_ca_system_score_gemma":0.0001143268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002624627,"about_ca_topic_score_gemma":0.0004913363,"domain_scores_codex":[0.999897,0.00001199754,0.000005600406,0.00001801477,0.00004959085,0.00001783916],"domain_scores_gemma":[0.9998676,0.00003830674,0.00002855133,0.00001794028,0.00003164989,0.000015855],"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":[0.0001229328,0.00005842408,0.0002926516,0.0002689015,0.000004824383,0.0001131958,0.0001261784,0.0004686458,0.9647987,0.00355667,0.001296672,0.02889222],"study_design_scores_gemma":[0.00002570309,0.0002305833,0.0006081447,0.000009107544,0.00001072095,0.0001858615,0.00004662882,0.004160154,0.9768926,0.0004728636,0.01734635,0.0000113295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8111691,0.0393324,0.1082582,0.001685421,0.000664163,0.0001565282,0.0006197659,0.002017904,0.03609647],"genre_scores_gemma":[0.9151827,0.01498636,0.05909986,0.0002687851,0.0002609878,0.00004573463,0.0003524995,0.00009193823,0.009711234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001307823,"threshold_uncertainty_score":0.0043751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211463524782651,"score_gpt":0.2537134575030899,"score_spread":0.2415988222552634,"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."}}