{"id":"W1985841372","doi":"10.1109/jqe.2009.2013118","title":"Matching Layers in Bragg Reflection Waveguides for Enhanced Nonlinear Interaction","year":2009,"lang":"en","type":"article","venue":"IEEE Journal of Quantum Electronics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Group velocity; Nonlinear system; Reflection (computer programming); Degrees of freedom (physics and chemistry); Matching (statistics); Physics; Dispersion (optics); Optics; Harmonics; Coupling (piping); Materials science; Computer science; Mathematics; Quantum mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002456744,0.0001438929,0.0002607788,0.0002107728,0.00006521615,0.0000320393,0.0001717263,0.00006368609,0.000005936939],"category_scores_gemma":[0.00001914669,0.0001346941,0.0001392454,0.0002009534,0.00001536035,0.0004739298,0.000006442167,0.0005706315,0.000001922271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226514,"about_ca_system_score_gemma":0.0001054239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009331284,"about_ca_topic_score_gemma":0.00001532944,"domain_scores_codex":[0.9988736,0.00002464202,0.0005023133,0.0001360522,0.0001298769,0.0003335104],"domain_scores_gemma":[0.9991351,0.00008828361,0.0004877978,0.0001198538,0.0001361091,0.00003288448],"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":[0.0006891676,0.000373445,0.0001150558,0.00001659678,0.0001037594,0.00000495956,0.0005564687,0.0313947,0.7996782,0.02890266,0.0002939471,0.137871],"study_design_scores_gemma":[0.001021738,0.001078049,0.0000519892,0.0001056829,0.00002683628,0.00001686593,0.0007540788,0.00683204,0.7186626,0.2691036,0.002153236,0.0001933117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6671676,0.0001302803,0.3318105,0.0003802983,0.0002449065,0.0001025053,0.000002084601,0.00002246614,0.0001393685],"genre_scores_gemma":[0.9911125,0.00006790939,0.008376027,0.00005279319,0.0003326111,0.000004304414,0.000003167037,0.00001633209,0.00003431242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3239449,"threshold_uncertainty_score":0.5492665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877971930525398,"score_gpt":0.3266495010278803,"score_spread":0.3078697817226264,"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."}}