{"id":"W2023116003","doi":"10.1117/12.567571","title":"Dual-wavelength ultrashort Yb: fiber amplifier","year":2004,"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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Fiber amplifier; Fiber laser; Optoelectronics; Optics; Wavelength; Optical amplifier; Dispersion-shifted fiber; Amplifier; Photonic-crystal fiber; Optical fiber; Physics; Laser; Fiber optic sensor","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":[0.0001291088,0.000364666,0.000305965,0.0003530123,0.000398587,0.0004114347,0.001084492,0.0005166021,0.006841934],"category_scores_gemma":[0.0001573803,0.0002375959,0.000154258,0.0003156697,0.0003638506,0.0005511887,0.0006088768,0.0005210259,0.002937583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000714386,"about_ca_system_score_gemma":0.0002892935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006502734,"about_ca_topic_score_gemma":0.001476529,"domain_scores_codex":[0.9997128,0.00001360804,0.00000799216,0.00008605266,0.0001302644,0.00004933673],"domain_scores_gemma":[0.9998369,0.00002730512,0.00003163745,0.00002758607,0.00004485975,0.00003175091],"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":[0.00007689287,0.00004336271,0.0002770801,0.00003969325,0.000004465397,0.00005424229,0.00003781756,0.0000904211,0.9879279,0.0007940709,0.0006762012,0.00997782],"study_design_scores_gemma":[0.0000339127,0.0002196094,0.001765072,0.00001306289,0.00001380411,0.0004829009,0.00003411765,0.008805963,0.967204,0.0004176458,0.02098427,0.00002556517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7927471,0.001871437,0.1454995,0.001084535,0.0002934111,0.0002345619,0.001113809,0.003604892,0.05355081],"genre_scores_gemma":[0.8699998,0.000523439,0.09461214,0.0002121786,0.0000737511,0.0001783731,0.0003371184,0.0001121758,0.03395122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006841934,"threshold_uncertainty_score":0.02288854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039347986228541,"score_gpt":0.2126340923479295,"score_spread":0.2022406124856441,"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."}}