{"id":"W1974950632","doi":"10.1117/12.839610","title":"All-fiber, high power, rugged ultrashort-pulse laser source at 1550 nm","year":2009,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Optics; Materials science; Laser; Fiber laser; Amplifier; Laser power scaling; Laser beam quality; Ultrashort pulse; Biophotonics; Optoelectronics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000127335,0.0002397842,0.0002047332,0.0002946075,0.0004112102,0.0002727893,0.0007844245,0.0002905573,0.001874872],"category_scores_gemma":[0.0001441981,0.0002031432,0.0001362217,0.0002083383,0.0003769263,0.0004936986,0.0003549235,0.0002795314,0.0007304156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004009177,"about_ca_system_score_gemma":0.0003113698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007060129,"about_ca_topic_score_gemma":0.001224166,"domain_scores_codex":[0.9998934,0.000007354299,0.000003104177,0.00003247744,0.000051454,0.00001215343],"domain_scores_gemma":[0.9998763,0.00002335542,0.00002847041,0.00002614773,0.00002717778,0.00001856569],"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":[0.00008365741,0.00002274117,0.0005020543,0.00005007246,0.00001015478,0.00007238896,0.00004455333,0.0008180078,0.9816765,0.0007922875,0.0003098013,0.01561774],"study_design_scores_gemma":[0.00002626785,0.0002004855,0.003214182,0.000005473361,0.0000268636,0.0004589571,0.00001760262,0.009909432,0.9748492,0.0004213057,0.01084949,0.00002069288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8943286,0.0008745812,0.09202415,0.0002195318,0.00005784106,0.0001026722,0.0005642425,0.002487073,0.009341289],"genre_scores_gemma":[0.8934064,0.0003044554,0.09877861,0.00006045411,0.00004278262,0.00007828404,0.0002769086,0.0001172782,0.006934798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001874872,"threshold_uncertainty_score":0.006272018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007418253371604777,"score_gpt":0.2238361759548969,"score_spread":0.2164179225832921,"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."}}