{"id":"W2071138547","doi":"10.1117/12.806164","title":"Enhanced pulseshaping capabilities and reduction of non-linear effects in all-fiber MOPA pulsed system","year":2009,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"CorActive (Canada)","funders":"Université Laval","keywords":"Materials science; Fiber Bragg grating; Brillouin scattering; Fiber laser; Optoelectronics; Ytterbium; Optics; Dispersion-shifted fiber; Raman scattering; Optical fiber; Doping; Wavelength; Fiber; Raman spectroscopy; Fiber optic sensor","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003932994,0.0002988464,0.0005040996,0.0001333513,0.00003291437,0.00004160615,0.0003743006,0.0001899527,0.000002864415],"category_scores_gemma":[0.0001488412,0.0002726289,0.0002903554,0.000279687,0.0001422455,0.000421229,0.00005929093,0.0002905958,5.048877e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189655,"about_ca_system_score_gemma":0.00001578621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000734278,"about_ca_topic_score_gemma":1.21546e-7,"domain_scores_codex":[0.9982398,1.801621e-8,0.0007119144,0.0002857787,0.0004031502,0.000359394],"domain_scores_gemma":[0.9990483,0.00008769191,0.0001832275,0.00005542432,0.0005338563,0.00009147872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006752015,0.00006738179,0.00002870165,0.00241983,0.0001921479,1.230924e-7,0.0006970897,0.002556405,0.9458504,0.04750428,0.0001030272,0.000513059],"study_design_scores_gemma":[0.001575578,0.0004424578,0.00113792,0.001376297,0.0001410589,0.00003263217,0.002410579,0.3318168,0.6595445,0.0008754182,0.0001795972,0.0004671802],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968085,0.0001844401,0.0000738597,0.0001771703,0.0001943106,0.0005933805,0.0000187863,0.0001009983,0.001848548],"genre_scores_gemma":[0.9792112,0.00009172181,0.02035953,0.00001247602,0.0001555682,0.0000752409,0.000004744978,0.00004163033,0.00004790821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3292603,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008686378610367078,"score_gpt":0.2194237203185259,"score_spread":0.2107373417081588,"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."}}