{"id":"W1993450095","doi":"10.1063/1.1286268","title":"Persistent oscillations of scalar and vector dispersion-managed solitons","year":2000,"lang":"en","type":"article","venue":"Chaos An Interdisciplinary Journal of Nonlinear Science","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Birefringence; Scalar (mathematics); Dispersion (optics); Physics; Soliton; Quantum electrodynamics; Classical mechanics; Optics; Quantum mechanics; Mathematics; Geometry; Nonlinear system","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":[0.0002600994,0.0001168594,0.0002157244,0.0002046065,0.000390972,0.00004424881,0.0005043196,0.00002581789,0.0002386016],"category_scores_gemma":[0.00001219178,0.0000918048,0.0001308838,0.0003691226,0.0009476737,0.0007603343,0.0002962903,0.000212397,0.000005550275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003477201,"about_ca_system_score_gemma":0.00008209834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003900469,"about_ca_topic_score_gemma":0.000001379732,"domain_scores_codex":[0.9989479,0.00001872474,0.0003479825,0.0002022811,0.0002705721,0.0002125203],"domain_scores_gemma":[0.9991679,0.00003907055,0.0002153003,0.0002579025,0.0001800347,0.0001398603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007537322,0.00366029,0.07057753,0.0001499186,0.000504397,0.0001089756,0.0316404,0.02325768,0.1631365,0.01244633,0.0005369434,0.6932273],"study_design_scores_gemma":[0.007802843,0.01442879,0.2421944,0.0030078,0.0008363119,0.001048986,0.1820671,0.335344,0.1267741,0.07680684,0.006049978,0.003638733],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965907,0.00008378662,0.001402648,0.0006473591,0.0001111692,0.00007070119,0.00002927719,0.00001212132,0.001052255],"genre_scores_gemma":[0.9901751,0.00001326798,0.009544513,0.000006553639,0.0001273612,9.543332e-7,0.000001678838,0.00000796193,0.0001225749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6895886,"threshold_uncertainty_score":0.3743691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137169152723006,"score_gpt":0.2974266662353741,"score_spread":0.2860549747081441,"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."}}