{"id":"W4318154219","doi":"10.1117/12.2647281","title":"Characterization of optical fiber at cryogenic temperatures","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Materials science; Optical fiber; Coating; Composite material; Fourier transform infrared spectroscopy; Fiber; Thermogravimetric analysis; Acrylate; Spectroscopy; Optics; Polymer","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":[0.00002537942,0.00007212938,0.00009327841,0.00005838325,0.00001503042,0.00000469101,0.0000479646,0.00004738368,0.0005267513],"category_scores_gemma":[0.00001566506,0.00006690741,0.00003021589,0.0002242748,0.00001795517,0.00005603261,0.00002385303,0.00004820071,0.0006715769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002446043,"about_ca_system_score_gemma":0.000002471072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.757708e-7,"about_ca_topic_score_gemma":7.794154e-7,"domain_scores_codex":[0.9995615,0.000003386163,0.000127136,0.00008278059,0.00008919108,0.0001360373],"domain_scores_gemma":[0.9997719,0.00003332891,0.00000906184,0.000133066,0.0000183012,0.00003435862],"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":[0.000003046467,0.000002532015,0.00008097417,0.00001973048,0.00001387944,0.000003576846,0.00005691227,0.005491002,0.9931041,0.000339068,0.0004410578,0.0004441041],"study_design_scores_gemma":[0.0001821913,0.00001478636,0.0189364,0.0000125246,0.000009488108,0.00000947612,0.00002018676,0.01544319,0.9583561,0.00004615164,0.006798421,0.0001710321],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930014,0.000009506627,0.0004237354,0.00003615865,0.0001328006,0.0000666753,0.000006943557,0.0004853027,0.005837495],"genre_scores_gemma":[0.9858677,0.0000365645,0.001720836,0.00001848,0.00004827891,0.000007316104,0.00006244826,0.00003464704,0.0122037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03474796,"threshold_uncertainty_score":0.8631986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009269718411607276,"score_gpt":0.2185578544750564,"score_spread":0.2092881360634491,"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."}}