{"id":"W2084352664","doi":"10.1109/ofc.2005.192737","title":"Novel pumping scheme study for fluoride-based thulium-doped fiber amplifier at 690 nm","year":2005,"lang":"en","type":"article","venue":"OFC/NFOEC Technical Digest. Optical Fiber Communication Conference, 2005.","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Thulium; Materials science; Doping; Optoelectronics; Fiber laser; Diode; Fiber amplifier; Amplifier; Laser; Fiber; Optical amplifier; Optics; 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":[0.0001679701,0.0003182676,0.0002884153,0.000174773,0.0005547765,0.0003626514,0.0008805252,0.0004276231,0.001886683],"category_scores_gemma":[0.0001336282,0.0002208747,0.0002665274,0.0001894103,0.0003961131,0.0005651548,0.0002414463,0.0002975074,0.0003707984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006451851,"about_ca_system_score_gemma":0.000352596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234931,"about_ca_topic_score_gemma":0.001393221,"domain_scores_codex":[0.999856,0.00001133258,0.000004547448,0.00004970999,0.00005499933,0.00002352383],"domain_scores_gemma":[0.9999273,0.00001419998,0.00002228408,0.000008700114,0.00001688807,0.0000105982],"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":[0.00008407074,0.0000235448,0.0001989859,0.00007032377,0.000009014938,0.00009097162,0.00005369327,0.0001403787,0.9961747,0.001119329,0.0001141203,0.001920842],"study_design_scores_gemma":[0.00003572046,0.0002606342,0.0009867586,0.00001039394,0.00002651799,0.0003646405,0.00003221887,0.007284896,0.9866266,0.0001902543,0.004162957,0.00001849472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611661,0.002192857,0.02717537,0.0004845725,0.0001193,0.0001247255,0.0001427225,0.0002194385,0.008374824],"genre_scores_gemma":[0.9798565,0.0008527574,0.01613684,0.00004279006,0.00003557961,0.00004983973,0.00005594458,0.0000176459,0.002952125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001886683,"threshold_uncertainty_score":0.006311655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03661268471311548,"score_gpt":0.273832657678713,"score_spread":0.2372199729655975,"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."}}