{"id":"W1976797178","doi":"10.1117/12.567548","title":"Modeling of stimulated Brillouin scattering in microstructured fibers","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Brillouin scattering; Brillouin zone; Cladding (metalworking); Optics; Materials science; Optical fiber; Scattering; Photonic-crystal fiber; Wavelength; Light scattering; Single-mode optical fiber; Optoelectronics; Physics; Composite material","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":[0.0002969373,0.0003476627,0.0003472715,0.0003371083,0.000313173,0.0006324071,0.0006310128,0.001152564,0.0004134298],"category_scores_gemma":[0.0006715664,0.0003554032,0.0004547399,0.0003088441,0.0006449675,0.0005451486,0.0002834577,0.0003089601,0.0001132388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246422,"about_ca_system_score_gemma":0.001028375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319388,"about_ca_topic_score_gemma":0.006328463,"domain_scores_codex":[0.9998833,0.00002553655,0.000004674803,0.00002014309,0.00003985173,0.00002654333],"domain_scores_gemma":[0.9997481,0.0001193711,0.00005250185,0.00001717123,0.00004404392,0.00001873329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001586067,0.00002020031,0.0006498793,0.00002126119,0.000007435786,0.0000787488,0.00003521132,0.9821837,0.008876183,0.00714858,0.00005602988,0.0009068972],"study_design_scores_gemma":[0.000001851629,0.00000303792,0.0001091236,0.000001389885,7.818851e-7,0.000007308374,0.000003764117,0.9989542,0.0003752048,0.0004739749,0.00006735844,0.000002049431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6071513,0.0007030947,0.3755904,0.000396484,0.00004150077,0.00009799293,0.0003311072,0.0002527396,0.01543538],"genre_scores_gemma":[0.9746674,0.0004274249,0.0202433,0.00002813565,0.00001605036,0.00008561406,0.00009152921,0.00003723531,0.004403358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01319388,"threshold_uncertainty_score":0.02623415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009529692653996683,"score_gpt":0.2215701741047717,"score_spread":0.212040481450775,"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."}}