{"id":"W1950097966","doi":"","title":"Novel dispersion controlling technique using doped ring structures within photonic crystal fibers","year":2011,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Photonic-crystal fiber; Materials science; Cladding (metalworking); Photonic crystal; Doping; Dispersion (optics); Optoelectronics; Optics; Fiber; 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"],"consensus_categories":[],"category_scores_codex":[0.0002584792,0.0002971092,0.0003230993,0.00009535573,0.0002095379,0.0001004024,0.0006650179,0.0002109141,0.0004326242],"category_scores_gemma":[0.00004704467,0.000290701,0.00009850872,0.0002042321,0.0002279258,0.0003017452,0.0002454047,0.0006052018,0.00001800944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399578,"about_ca_system_score_gemma":0.00006523596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007794594,"about_ca_topic_score_gemma":0.00003204872,"domain_scores_codex":[0.9985886,0.00004208968,0.0004932445,0.0002707451,0.0002232143,0.0003820995],"domain_scores_gemma":[0.9985803,0.0001219609,0.00009201204,0.0008924799,0.0001387935,0.0001744135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009150241,0.0001014208,0.00004657416,0.0001037418,0.0001161892,0.000006345436,0.002610797,0.008013509,0.9537209,0.03377749,0.00001380395,0.001397675],"study_design_scores_gemma":[0.001253286,0.00008585573,0.0003428416,0.0003517158,0.0001224805,0.0001465086,0.0006354133,0.7726001,0.2179123,0.004669148,0.0008952576,0.0009850805],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6906416,0.0005357312,0.2622237,0.00004856404,0.000262231,0.001035415,0.00006025534,0.0007915118,0.044401],"genre_scores_gemma":[0.8444095,0.0000702342,0.1553234,0.00001973859,0.00001613884,0.00004087259,0.00002555445,0.00004314022,0.00005142405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7645866,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04780887417103687,"score_gpt":0.2452831386151437,"score_spread":0.1974742644441068,"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."}}