{"id":"W2002719420","doi":"10.1109/jphot.2013.2287561","title":"Modeling of <formula formulatype=\"inline\"><tex Notation=\"TeX\">$\\hbox{As}_{2}\\hbox{S}_{3}$</tex></formula> Raman Fiber Lasers Operating in the Mid-Infrared","year":2013,"lang":"en","type":"article","venue":"IEEE photonics journal","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Lasing threshold; Laser; Physics; Raman spectroscopy; Fiber laser; Optics; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002418673,0.000657927,0.0005256522,0.0004241815,0.0006840895,0.001123576,0.001526672,0.001554372,0.01091296],"category_scores_gemma":[0.0006340336,0.0004446321,0.0007889099,0.000400149,0.0005110666,0.001127384,0.0005167547,0.0007626648,0.002740926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00171104,"about_ca_system_score_gemma":0.001821883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141452,"about_ca_topic_score_gemma":0.009547962,"domain_scores_codex":[0.9998326,0.00002222639,0.00000617091,0.0000310528,0.00008432668,0.00002342476],"domain_scores_gemma":[0.9998193,0.00005454118,0.00003016914,0.00002406588,0.00005929175,0.00001269223],"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":[0.00003586716,0.0000613285,0.0009803573,0.0001481859,0.00002037375,0.0001799651,0.0001606111,0.9082683,0.02796701,0.04839819,0.002977201,0.01080259],"study_design_scores_gemma":[0.000003988217,0.00001055272,0.0001568965,0.0000105435,0.000003741241,0.000039227,0.00001426566,0.991723,0.002493614,0.001557608,0.003977134,0.00000939759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07617467,0.0008229704,0.7664564,0.001226767,0.0002351778,0.0003435495,0.002159336,0.002267028,0.1503141],"genre_scores_gemma":[0.7220102,0.001337376,0.1774001,0.000246542,0.00008378051,0.001046295,0.001460151,0.0008420878,0.09557352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01141452,"threshold_uncertainty_score":0.03650749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320888354727302,"score_gpt":0.2294774783812903,"score_spread":0.2162685948340173,"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."}}