{"id":"W2083064279","doi":"10.1364/opex.12.001019","title":"Transient regime in a nth-order cascaded CW Raman fiber laser","year":2004,"lang":"en","type":"article","venue":"Optics Express","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Transient (computer programming); Optics; Steady state (chemistry); Fiber laser; Laser; Raman spectroscopy; Materials science; Raman scattering; Raman laser; Physics; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002266257,0.0001477108,0.0002649111,0.0002388423,0.0004897254,0.0004136604,0.000470429,0.0004645665,0.00171563],"category_scores_gemma":[0.0005164081,0.0001764808,0.0003610821,0.0001767574,0.0006730029,0.0004987474,0.0002811956,0.0003514547,0.0001178728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111764,"about_ca_system_score_gemma":0.0007007091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00634002,"about_ca_topic_score_gemma":0.00296357,"domain_scores_codex":[0.9998856,0.00001037216,0.000003284888,0.00001743419,0.00003686998,0.00004641175],"domain_scores_gemma":[0.999752,0.0001244976,0.00002976168,0.00001942726,0.00003031408,0.00004404073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009033565,0.0003195125,0.007960087,0.0001665197,0.0001245708,0.001740111,0.0007750567,0.5799706,0.3676931,0.03100515,0.00103291,0.008309017],"study_design_scores_gemma":[0.00002625324,0.0001236061,0.002144482,0.000006473107,0.00001384248,0.00007429694,0.00006278849,0.976182,0.01990154,0.001228157,0.0002201721,0.00001637663],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867923,0.00004610003,0.008189849,0.00009258903,0.00001008008,0.00001558366,0.00005001568,0.0001495475,0.004653918],"genre_scores_gemma":[0.9991435,0.00001627961,0.0003668331,0.000008695377,0.000001063062,0.00000936312,0.00001873664,0.000009259915,0.0004262985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00634002,"threshold_uncertainty_score":0.01260626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009184443053770407,"score_gpt":0.2052422069281628,"score_spread":0.1960577638743923,"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."}}