{"id":"W2769711837","doi":"10.1109/pn.2017.8090577","title":"Optical rogue waves in stimulated Raman scattering","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Coherence (philosophical gambling strategy); Raman scattering; Physics; Optics; Rayleigh scattering; Pulse (music); Coherence time; Pulse shaping; Raman spectroscopy; Quantum mechanics; Laser","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":[0.00003006041,0.00008401348,0.0001089527,0.00003315535,0.000102149,0.00007558707,0.0002793635,0.00003208331,0.0001508464],"category_scores_gemma":[0.00001025943,0.0000738013,0.00002597536,0.00002379982,0.0000953425,0.0002046971,0.0002042799,0.000136389,0.00006111555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000104576,"about_ca_system_score_gemma":0.000005820698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001302937,"about_ca_topic_score_gemma":0.00001413673,"domain_scores_codex":[0.9995026,0.000003064103,0.000102741,0.0001561671,0.00004469283,0.0001907372],"domain_scores_gemma":[0.9994745,0.00001738734,0.00003793163,0.0004356017,0.00001013453,0.00002441912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002089176,0.0001816053,0.5936036,0.00001213305,0.00005007292,0.00002351265,0.0001152526,0.002156814,0.01901384,0.1610101,0.0001880196,0.2236242],"study_design_scores_gemma":[0.002682411,0.00008288066,0.4901903,0.0001341184,0.000018715,0.000001530125,0.001031114,0.01668934,0.3499557,0.1363701,0.001930768,0.0009130315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582463,0.000003695956,0.009869725,0.0005752363,0.00004285368,0.00007944289,0.000002431763,0.0001033593,0.03107698],"genre_scores_gemma":[0.992093,3.386056e-7,0.007332802,0.00001068887,0.00003335864,0.000008539572,0.000003762054,0.000009125107,0.0005083657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3309419,"threshold_uncertainty_score":0.300953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705916480102628,"score_gpt":0.2884171612489065,"score_spread":0.2713579964478803,"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."}}