{"id":"W2319389404","doi":"10.1117/12.855214","title":"Front Matter: Volume 7580","year":2010,"lang":"en","type":"paratext","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Army Research Laboratory; Lawrence Livermore National Laboratory; Army Research Office; Air Force Office of Scientific Research; Engineering and Physical Sciences Research Council; University of Rochester; University of Toronto; National Science Foundation; Imperial College London; New York State Energy Research and Development Authority; Johns Hopkins University; University of Sydney; University of Southampton; U.S. Department of Energy; Friedrich-Schiller-Universität Jena; Office of Naval Research; Northrop Grumman","keywords":"Raman scattering; Front (military); Volume (thermodynamics); Terahertz radiation; Wavelength; Optics; Nonlinear optics; Scattering; Vortex; Nonlinear system; Optical fiber; Materials science; Physics; Optoelectronics; Raman spectroscopy; Laser; Mechanics; Meteorology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004314801,0.001069347,0.0005436626,0.001439212,0.001093172,0.003389005,0.0008621829,0.001765034,0.8487257],"category_scores_gemma":[0.0005679246,0.0002668962,0.000462041,0.000821746,0.0008607174,0.001484517,0.001002067,0.0008563632,0.8136463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000820279,"about_ca_system_score_gemma":0.0006323173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109736,"about_ca_topic_score_gemma":0.002793176,"domain_scores_codex":[0.9997022,0.00001817068,0.00001256626,0.0001080234,0.0001022204,0.00005680832],"domain_scores_gemma":[0.9993285,0.0001085896,0.00002917267,0.00006541116,0.0002242672,0.000243976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002018994,0.0001743051,0.0008270002,0.0003398648,0.00001547118,0.0003140201,0.000106365,0.0001488299,0.006215689,0.01100651,0.6387535,0.3418965],"study_design_scores_gemma":[0.000008862534,0.0000322499,0.0005811516,0.00008651305,0.000003406552,0.0001508348,0.00005104591,0.0001313084,0.0006684971,0.0008322835,0.9974491,0.000004732598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002191759,0.0009504678,0.0006274174,0.002077517,0.002545775,0.00007094023,0.0008306153,0.0003564995,0.9903489],"genre_scores_gemma":[0.002013459,0.0004318176,0.0002166076,0.0004433295,0.0003702959,0.0000130563,0.0004295954,0.00008597457,0.9959958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1512743,"threshold_uncertainty_score":0.2157744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007613395324549665,"score_gpt":0.209313989966643,"score_spread":0.2017005946420933,"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."}}