{"id":"W4312750888","doi":"10.1109/pn56061.2022.9908384","title":"Optical Fiber Sources Design in OptiSystem Software","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optiwave Systems (Canada)","funders":"","keywords":"Fiber laser; Materials science; Laser; Optoelectronics; Thulium; Dispersion-shifted fiber; Erbium; Fiber; Optical fiber; Optics; Holmium; Polarization-maintaining optical fiber; Computer science; Doping; Fiber optic sensor; 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":[0.0009422609,0.001115295,0.000619131,0.0009016744,0.0005627281,0.001302769,0.001454584,0.0006141467,0.1004665],"category_scores_gemma":[0.001824362,0.0007843015,0.0007833745,0.0005058031,0.0002922514,0.001067759,0.0007861651,0.001291662,0.01716572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005586026,"about_ca_system_score_gemma":0.0009377429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462812,"about_ca_topic_score_gemma":0.00152153,"domain_scores_codex":[0.9996254,0.00003872482,0.00004020973,0.00007124813,0.0001783456,0.00004600059],"domain_scores_gemma":[0.9994264,0.0001962283,0.00004794695,0.0000755712,0.0002254266,0.00002854886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001144546,0.0004218697,0.003761947,0.003184408,0.0003558969,0.0008114868,0.0006120936,0.06240018,0.08324383,0.04713017,0.3252777,0.4716558],"study_design_scores_gemma":[0.00042744,0.000199232,0.001756121,0.0002192345,0.0001223708,0.0005022234,0.0001156549,0.2798523,0.08283982,0.01806258,0.6157677,0.0001352895],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01146149,0.0004625861,0.7595012,0.0002695482,0.0004093354,0.000866171,0.01364589,0.1746024,0.03878135],"genre_scores_gemma":[0.1197829,0.001110924,0.7089261,0.0006220195,0.0001297433,0.003526418,0.02614962,0.06764191,0.07211044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1004665,"threshold_uncertainty_score":0.3360941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238910170290558,"score_gpt":0.1936523787665066,"score_spread":0.181263277063601,"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."}}