{"id":"W3043399565","doi":"10.1364/josab.397024","title":"Continuous-wave stability and multipulse structures in a universal complex Ginzburg–Landau model for passively mode-locked lasers with a saturable absorber","year":2020,"lang":"en","type":"article","venue":"Journal of the Optical Society of America B","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Saturable absorption; Mode (computer interface); Mode-locking; Stability (learning theory); Laser; Physics; Optics; Materials science; Optoelectronics; Fiber laser; Computer science","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":[0.00005646334,0.000142493,0.0004161033,0.00001168684,0.00006650888,0.0000161965,0.000190382,0.00004811595,0.00001242942],"category_scores_gemma":[0.00003100372,0.00008904711,0.0001986438,0.0001429877,0.0005273804,0.0001273438,0.0000975022,0.0003578493,6.55681e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004515094,"about_ca_system_score_gemma":0.00007991999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004929267,"about_ca_topic_score_gemma":0.000002493923,"domain_scores_codex":[0.9991769,0.00002014846,0.0002753854,0.0001511343,0.0001737336,0.0002026499],"domain_scores_gemma":[0.9991606,0.0001591484,0.000337137,0.000122468,0.0001372577,0.00008336223],"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":[0.009041028,0.001466311,0.08294357,0.0005865179,0.002867446,0.00001609246,0.02723494,0.6415574,0.1357455,0.009906365,0.01405929,0.07457555],"study_design_scores_gemma":[0.004415927,0.0006446167,0.003452524,0.00006179989,0.0001314553,0.000003783836,0.01394682,0.9563512,0.009363074,0.01072294,0.0006327488,0.0002731453],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8067807,0.00001761445,0.1867455,0.006081803,0.00001021556,0.0002310578,0.00008283247,0.00000976176,0.00004054586],"genre_scores_gemma":[0.8472304,0.000005278366,0.1525398,0.0001770029,0.00002258566,0.0000024998,0.000001615866,0.00001078986,0.00001000306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3147938,"threshold_uncertainty_score":0.3631236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489858922919722,"score_gpt":0.2421397837321928,"score_spread":0.2172411945029956,"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."}}