{"id":"W2019367456","doi":"10.1139/p01-036","title":"Modeling optical solitons in a practical lossy fiber","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Lossy compression; Optical fiber; Nonlinear system; Soliton; Lagrangian; Fiber; Optics; Classical mechanics; Quantum mechanics; Mathematical physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002701645,0.0003139404,0.0002356612,0.0002223854,0.00041053,0.0006366458,0.0006486332,0.0008644711,0.0008436948],"category_scores_gemma":[0.0005229097,0.0002722426,0.0002258533,0.0002105708,0.0009199656,0.000770214,0.0004344534,0.0003549167,0.0001234647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065021,"about_ca_system_score_gemma":0.0009803828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006945058,"about_ca_topic_score_gemma":0.00517859,"domain_scores_codex":[0.9998908,0.00003088258,0.000002590182,0.00001834102,0.00003668257,0.00002067808],"domain_scores_gemma":[0.9998776,0.00005282982,0.00002866052,0.000009348059,0.00002001224,0.00001159984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001533615,0.00001977212,0.0003724397,0.0000177542,0.000006466451,0.00008045368,0.00006835384,0.9720733,0.004825498,0.02091001,0.00008751106,0.001523249],"study_design_scores_gemma":[0.000001804513,0.000006391693,0.00005243445,0.000001351794,9.426076e-7,0.00000835411,0.00001018792,0.9982229,0.0001779327,0.001366188,0.0001494506,0.00000203524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5773795,0.0003473854,0.4023925,0.0005580827,0.00003131448,0.00007902217,0.00008964921,0.0001240488,0.01899841],"genre_scores_gemma":[0.9610134,0.0002793998,0.03138088,0.00003004487,0.00001717445,0.00006255919,0.00003096825,0.00003185356,0.007153798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006945058,"threshold_uncertainty_score":0.01380926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988367661200201,"score_gpt":0.2696701469379982,"score_spread":0.2497864703259962,"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."}}