{"id":"W2078001682","doi":"10.1109/jphot.2014.2320745","title":"Kilowatt Peak Power Pulses From a Passively Q-Switched Yb-Doped Fiber Laser With a Smaller-Core Yb-Doped Fiber as a Saturable Absorber","year":2014,"lang":"en","type":"article","venue":"IEEE photonics journal","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Fiber laser; Saturable absorption; Laser; Optics; Q-switching; Laser power scaling; Core (optical fiber); Optoelectronics; Fiber; Raman spectroscopy; Raman scattering; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000449441,0.0008335145,0.0008838531,0.0002228874,0.0003625686,0.0004818144,0.0007234569,0.0003843282,0.004942879],"category_scores_gemma":[0.00008300311,0.0006684279,0.0003727677,0.000420412,0.0001358638,0.0005345636,0.0001009045,0.001815515,0.0009228055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627408,"about_ca_system_score_gemma":0.0002648323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001476994,"about_ca_topic_score_gemma":0.0002630621,"domain_scores_codex":[0.9963047,0.00007977144,0.0008597064,0.0006268644,0.0008540436,0.001274948],"domain_scores_gemma":[0.9975457,0.0002563856,0.0003028273,0.0008087172,0.0003468115,0.0007396128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008711168,0.002808664,0.002971854,0.0007939551,0.01034665,0.005894458,0.01727633,0.2997639,0.5107785,0.0003380311,0.1209022,0.0194142],"study_design_scores_gemma":[0.01421568,0.002097275,0.004959061,0.001297501,0.0009831485,0.00428448,0.0009409729,0.08339571,0.08686746,0.003943845,0.7921513,0.004863581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780092,0.0005430846,0.0005388669,0.0002274153,0.001031647,0.0004442975,0.0001153457,0.000320596,0.01876952],"genre_scores_gemma":[0.9876333,0.0002603726,0.004283126,0.0004587377,0.0003704511,0.00006265169,0.00003708599,0.0002745404,0.006619753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6712491,"threshold_uncertainty_score":0.9998551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130629469542374,"score_gpt":0.2088178378143278,"score_spread":0.1975115431189041,"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."}}