{"id":"W2028257309","doi":"10.1364/opex.13.003841","title":"Characterization of spun fibers with millimeter spin periods","year":2005,"lang":"en","type":"article","venue":"Optics Express","topic":"Optical Network Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Optics; Birefringence; Millimeter; Optical fiber; Polarization mode dispersion; Photonic-crystal fiber; Polarization (electrochemistry); Fiber Bragg grating; Polarization-maintaining optical fiber; Fiber; Fiber optic sensor; 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":[],"consensus_categories":[],"category_scores_codex":[0.00002888145,0.0001115717,0.0001390873,0.00005105686,0.00001621406,0.00001963989,0.0001382759,0.0000890483,0.00003318158],"category_scores_gemma":[0.000007291741,0.000097887,0.00002329016,0.0001157918,0.00007020685,0.0001235859,0.000032112,0.00009997387,0.0000152632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002100099,"about_ca_system_score_gemma":0.000003594646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.634267e-7,"about_ca_topic_score_gemma":0.00000101981,"domain_scores_codex":[0.9994606,0.000004217781,0.0001492122,0.0001022957,0.0001070624,0.0001766344],"domain_scores_gemma":[0.9996529,0.00001534581,0.00002519278,0.0002456956,0.00003005766,0.00003078896],"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":[0.00002637172,0.00005839206,0.000607722,0.0001382683,0.00009016081,0.000006268086,0.0004113672,0.06001464,0.9116899,0.002940391,0.0001890776,0.02382742],"study_design_scores_gemma":[0.0004970158,0.0001739259,0.002597619,0.0001559253,0.00004473227,0.000007818249,0.00008243736,0.2266107,0.7528325,0.00005018984,0.01645933,0.0004877078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843633,0.00004981571,0.01227259,0.00007482528,0.00006654581,0.0001057888,0.000008806535,0.0002972539,0.002761123],"genre_scores_gemma":[0.8866442,0.00008339802,0.1130222,0.00001407902,0.0000670568,0.00001172717,0.00001168224,0.0000300241,0.0001156607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665961,"threshold_uncertainty_score":0.3991716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007051640716796825,"score_gpt":0.1989230699302847,"score_spread":0.1918714292134879,"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."}}