{"id":"W2622928976","doi":"10.1103/physrevlett.119.203901","title":"Generation of Caustics and Rogue Waves from Nonlinear Instability","year":2017,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Rogue wave; Physics; Nonlinear system; Amplitude; Instability; Classical mechanics; Phase (matter); Optics; Mechanics; Quantum mechanics","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":[0.0001116366,0.0001143428,0.0003509602,0.000006627226,0.00008808897,0.00003450324,0.0001561504,0.000006094803,0.00003070995],"category_scores_gemma":[0.00003492859,0.00009483636,0.00009417874,0.00002061784,0.000113503,0.0001118513,0.0000743277,0.00009078044,0.00001266488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001015119,"about_ca_system_score_gemma":0.00001852382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006849887,"about_ca_topic_score_gemma":0.000006378201,"domain_scores_codex":[0.9992867,0.00005191973,0.0002204348,0.0002036983,0.0001277947,0.0001094913],"domain_scores_gemma":[0.9990796,0.00006297292,0.0002298956,0.0005414175,0.00003249119,0.0000535929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002324165,0.001203453,0.2179677,0.003181502,0.0006282238,0.000006573427,0.001095037,0.0001084694,0.5694812,0.00425317,0.004307038,0.1977444],"study_design_scores_gemma":[0.006088624,0.0003751433,0.2397074,0.01208723,0.002683535,0.000004111312,0.00027909,0.337366,0.2569397,0.005516047,0.1350301,0.003923111],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973537,0.0006732305,0.0003381335,0.0007951778,0.0001065904,0.0002544554,0.0001406116,0.000006352871,0.0003317794],"genre_scores_gemma":[0.9967802,0.0001214789,0.001010005,0.0003623894,0.001628114,0.00001422951,0.00006884856,0.000010728,0.000004059545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3372575,"threshold_uncertainty_score":0.3867314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04738884010263649,"score_gpt":0.3242900326335118,"score_spread":0.2769011925308753,"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."}}