{"id":"W3214870388","doi":"10.1364/assl.2021.jm3a.24","title":"2 kW fiber laser based on 20 µm-core double-cladding fibers and 915 nm pump sources","year":2021,"lang":"en","type":"article","venue":"Laser Congress 2021 (ASSL,LAC)","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Fiber laser; Cladding (metalworking); Laser; Optics; Core (optical fiber); Optoelectronics; Optical fiber; Double-clad fiber; Laser diode; Wavelength; Diode; Fiber; Dispersion-shifted fiber; Fiber optic sensor; Composite material; 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":[],"category_scores_codex":[0.0001728902,0.0005253505,0.000539713,0.0001485635,0.0001895578,0.0002861216,0.0002626388,0.000293164,0.003384146],"category_scores_gemma":[0.00004494119,0.0005274601,0.0001918561,0.0004400286,0.0001272301,0.0002590218,0.0001693014,0.0005739525,0.0002275941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178056,"about_ca_system_score_gemma":0.00008645768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002784962,"about_ca_topic_score_gemma":0.0002266406,"domain_scores_codex":[0.9976576,0.00004477269,0.0004477855,0.0006644741,0.0004520717,0.0007333224],"domain_scores_gemma":[0.9984686,0.0002718954,0.00008423276,0.0006993738,0.0001286387,0.0003473007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002029439,0.001250867,0.02898571,0.004234897,0.002986722,0.009228865,0.005145537,0.7004507,0.05574974,0.00117837,0.1708241,0.01793504],"study_design_scores_gemma":[0.008019097,0.0002018291,0.0009844024,0.001030229,0.0003656303,0.0001014793,0.0009621904,0.209119,0.2282,0.0003074426,0.5482806,0.00242811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968717,0.0007339349,0.00009987696,0.000797471,0.001471055,0.0003517203,0.0003563428,0.0003905463,0.02708204],"genre_scores_gemma":[0.9822127,0.0001417289,0.0006134138,0.0004521621,0.0003394063,0.00007736518,0.0002779472,0.0001579455,0.01572732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4913317,"threshold_uncertainty_score":0.9997177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528545496810949,"score_gpt":0.218521441695416,"score_spread":0.2032359867273065,"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."}}