{"id":"W2021540706","doi":"10.1117/12.807127","title":"Kilowatt-power Er<sup>3+</sup>doped cladding fiber amplifier","year":2008,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Cladding mode; Cladding (metalworking); Double-clad fiber; Optics; Polarization-maintaining optical fiber; Fiber laser; Optoelectronics; Amplifier; Dispersion-shifted fiber; Brillouin scattering; Laser beam quality; Fiber Bragg grating; Plastic optical fiber; Optical fiber; Fiber optic sensor; Laser; Wavelength; Physics; Laser beams; Composite material","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":[0.0001290893,0.0002332439,0.0001486609,0.0001307619,0.0003086719,0.0002569954,0.0007149735,0.0002541414,0.002463258],"category_scores_gemma":[0.00009795955,0.0001286078,0.0001437155,0.000124667,0.0004920932,0.000498191,0.0002314482,0.0003484428,0.0006074671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004951108,"about_ca_system_score_gemma":0.0001875932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002082364,"about_ca_topic_score_gemma":0.000604478,"domain_scores_codex":[0.9999275,0.000007398087,0.000002886223,0.00002145011,0.00003187908,0.000008932463],"domain_scores_gemma":[0.999935,0.00001492503,0.00001080666,0.00001533827,0.00001372456,0.00001011719],"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":[0.00009428413,0.00004062321,0.0005394745,0.00007088308,0.00000910059,0.0001319002,0.00006194335,0.003257037,0.9472568,0.03088739,0.0004019007,0.01724865],"study_design_scores_gemma":[0.00003993884,0.000399488,0.002170894,0.00001552427,0.0000287591,0.0006660944,0.0000446335,0.1017856,0.8708833,0.01088488,0.01305447,0.00002643373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.489801,0.0009199099,0.4822126,0.0004715619,0.0001260578,0.0001069628,0.0001765956,0.001306958,0.0248784],"genre_scores_gemma":[0.920298,0.0002843139,0.0738171,0.00004414972,0.00002579409,0.00003430539,0.00004432911,0.00003555587,0.005416502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002463258,"threshold_uncertainty_score":0.008240402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277314606697128,"score_gpt":0.2152499495072276,"score_spread":0.2024768034402563,"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."}}