{"id":"W2593247760","doi":"10.1364/oe.25.005941","title":"Non-Gaussian statistics and optical rogue waves in stimulated Raman scattering","year":2017,"lang":"en","type":"article","venue":"Optics Express","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Coherence (philosophical gambling strategy); Physics; Optics; Raman scattering; Coherence theory; Rogue wave; Stokes parameters; Pulse shaping; Pulse (music); Degree of coherence; Coherence time; Scattering; Coherence length; Quantum mechanics; Raman spectroscopy; Laser","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004923876,0.0001614076,0.0002046009,0.00005023422,0.0001899245,0.0002091036,0.0003205099,0.00006526766,0.00001826485],"category_scores_gemma":[0.00002138533,0.0001608266,0.00001837373,0.00002644895,0.0002467079,0.000224801,0.000365242,0.000241945,0.000009236395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001353495,"about_ca_system_score_gemma":0.00001172146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006600381,"about_ca_topic_score_gemma":0.000007093189,"domain_scores_codex":[0.9991695,0.000005707143,0.0001825287,0.0002582519,0.00008890525,0.0002950968],"domain_scores_gemma":[0.999203,0.00004802965,0.00009704204,0.0005586396,0.0000266214,0.00006670423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001437622,0.0007178037,0.4071773,0.0002709916,0.000263744,0.0002868499,0.002396989,0.01356847,0.09144948,0.2931297,0.0004814698,0.1901135],"study_design_scores_gemma":[0.008258799,0.0003757351,0.3231311,0.0009981766,0.0001558013,0.00001040611,0.002923835,0.2565844,0.2375589,0.1650083,0.002006591,0.002987895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258862,0.00001367684,0.06894159,0.0001806251,0.00009127308,0.0001825244,0.00009025871,0.00005115345,0.00456271],"genre_scores_gemma":[0.9170724,0.000005399697,0.08264756,0.000006101011,0.00004980858,0.00001614524,0.0000194814,0.00002233329,0.0001608032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2430159,"threshold_uncertainty_score":0.6558321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305215499590038,"score_gpt":0.2764370395329819,"score_spread":0.2633848845370815,"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."}}