{"id":"W3010417224","doi":"10.1117/12.2539348","title":"Modeling of intermodal couplings in large-mode area Yb-doped double-cladding fibers applied in continuous-wave high power fiber lasers","year":2020,"lang":"en","type":"article","venue":"","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cladding (metalworking); Materials science; Double-clad fiber; Fiber laser; Optoelectronics; Doping; Laser; Optics; Optical fiber; Continuous wave; Fiber; Polarization-maintaining optical fiber; Fiber optic sensor; Composite material; Physics; Wavelength","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"],"consensus_categories":[],"category_scores_codex":[0.0001406097,0.0002741774,0.0005115349,0.0001527235,0.00001861041,0.00002851655,0.0001796653,0.0001586204,0.0003213976],"category_scores_gemma":[0.00001119958,0.0002822163,0.00008359693,0.0003518026,0.00002728194,0.0001363147,0.0001186781,0.0004140473,0.00001679872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001212428,"about_ca_system_score_gemma":0.00002658513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001131005,"about_ca_topic_score_gemma":0.0001776904,"domain_scores_codex":[0.9983806,0.000005132024,0.0006094432,0.0003265142,0.0001939867,0.0004843112],"domain_scores_gemma":[0.9995548,0.0000413124,0.00004358804,0.0001973062,0.000031897,0.0001311116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003297277,0.00005518339,0.0001794726,0.0001370707,0.00005466463,0.00003268424,0.00702082,0.9707076,0.02038817,0.0008874256,0.0001236832,0.00008347124],"study_design_scores_gemma":[0.002742083,0.00003316417,0.00004030625,0.00008333205,0.00001136768,0.000002061413,0.001373886,0.988443,0.006678529,0.00009341112,0.0001629385,0.0003359272],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743144,0.00003278506,0.007417802,0.0001113062,0.00009369324,0.0003427344,0.00003886181,0.0001893454,0.0174591],"genre_scores_gemma":[0.9983342,0.00001367279,0.001313973,0.0001329061,0.00001950757,0.0000253922,0.00003244478,0.00005781468,0.00007006674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02401985,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665869583515308,"score_gpt":0.2100879531916064,"score_spread":0.1934292573564533,"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."}}