{"id":"W4403028288","doi":"10.1364/sof.2024.sow3f.6","title":"Larger Cladding Diameter for Improved Power Conversion Efficiency in Cladding-Pumped Super L-Band Amplifiers","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Cladding (metalworking); Amplifier; Materials science; Optoelectronics; Optical amplifier; Energy conversion efficiency; Optics; Physics; Laser; 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":[0.0001784764,0.0002634738,0.0001229344,0.0001506688,0.0001684743,0.0002651345,0.0002526837,0.0002730672,0.001010931],"category_scores_gemma":[0.0003713957,0.0001632353,0.0001056578,0.0001267826,0.0002511638,0.0003622325,0.0001943538,0.000153713,0.000261354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002460019,"about_ca_system_score_gemma":0.0002555792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009910205,"about_ca_topic_score_gemma":0.001991261,"domain_scores_codex":[0.999872,0.00001375847,0.000009960121,0.00003585026,0.00004134388,0.00002706804],"domain_scores_gemma":[0.9996184,0.0001420549,0.00008947489,0.00003227335,0.00006516959,0.0000525751],"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":[0.00005574341,0.000009795526,0.000334725,0.00001214668,0.000001416904,0.00002092245,0.00002146441,0.0002589047,0.9985495,0.00009092657,0.00002381867,0.0006206677],"study_design_scores_gemma":[0.00001488988,0.0001657732,0.00430454,0.000003682258,0.000006403692,0.0000545827,0.0000260486,0.00406255,0.9907858,0.00003832919,0.0005315811,0.000005896905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969133,0.0001071585,0.002222621,0.00002419615,0.000004945346,0.000004020906,0.00002742432,0.00004491956,0.0006513275],"genre_scores_gemma":[0.9964909,0.00007993714,0.002796062,0.00001522149,0.000002978196,0.000008979901,0.00003760564,0.00001833539,0.0005500445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001010931,"threshold_uncertainty_score":0.003381908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009959520952802609,"score_gpt":0.2388482955521465,"score_spread":0.2288887745993439,"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."}}