{"id":"W4396680516","doi":"10.1109/jlt.2024.3397079","title":"Vector Theory of Optical Nonlinearities in Birefringent Fibers","year":2024,"lang":"en","type":"article","venue":"Journal of Lightwave Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Birefringence; Brillouin scattering; Optics; Physics; Optical fiber; Polarization-maintaining optical fiber; Polarization (electrochemistry); Phase modulation; Elliptical polarization; Nonlinear optics; Cross-phase modulation; Fiber optic sensor; Linear polarization; Phase noise; Laser","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006944746,0.001161014,0.0006847402,0.001036746,0.0007387621,0.001551869,0.001081993,0.001192849,0.003453356],"category_scores_gemma":[0.0007161454,0.0003780646,0.0005128204,0.0008222575,0.001638873,0.002453754,0.0009088469,0.001342,0.0009614012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286384,"about_ca_system_score_gemma":0.0009156687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003464622,"about_ca_topic_score_gemma":0.001804656,"domain_scores_codex":[0.9995673,0.0001227079,0.00001174416,0.00005212729,0.0001677594,0.00007822606],"domain_scores_gemma":[0.9996682,0.00008675928,0.00006372234,0.00002668349,0.00011015,0.00004443876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000178572,0.00002919511,0.0001267865,0.00004523958,0.0000102032,0.00008713408,0.00009077783,0.07040973,0.003740965,0.921217,0.0008147099,0.003410465],"study_design_scores_gemma":[0.00001135067,0.00004975045,0.0001961732,0.00001680462,0.00000534835,0.00008103259,0.00005538035,0.6939195,0.0005595735,0.3015338,0.003543124,0.00002815311],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06700964,0.00504382,0.8378368,0.001706028,0.0004492461,0.00009895598,0.0002138583,0.0002330942,0.08740856],"genre_scores_gemma":[0.8383461,0.007209687,0.0551686,0.0007829651,0.0005708635,0.0003079619,0.000274554,0.0002480329,0.09709127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003464622,"threshold_uncertainty_score":0.01155257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00847427018018619,"score_gpt":0.2226634656475906,"score_spread":0.2141891954674044,"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."}}