{"id":"W2100314978","doi":"10.2514/6.2007-2006","title":"Demonstration of the Use of Fiber-Optics, with Integrated Fiber-Bragg Gratings, for Shape Determination of Large Deployable Structures","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Fiber Bragg grating; PHOSFOS; Optics; Materials science; Optical fiber; Fiber; Integrated optics; Plastic optical fiber; Photonic-crystal fiber; Polarization-maintaining optical fiber; Optoelectronics; Fiber optic sensor; Physics; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002779962,0.0003605367,0.0001471889,0.0002153724,0.0002173236,0.0002799527,0.0004926306,0.0004785529,0.0004578911],"category_scores_gemma":[0.0003655799,0.0002469674,0.0001683226,0.0001643449,0.000478611,0.0003511324,0.0003571511,0.0004059885,0.0001655361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002944343,"about_ca_system_score_gemma":0.0003045738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825019,"about_ca_topic_score_gemma":0.003354577,"domain_scores_codex":[0.9998324,0.00001426446,0.000006815711,0.00002781811,0.0000895673,0.00002917213],"domain_scores_gemma":[0.999746,0.00007710996,0.00003334757,0.00004069164,0.00005913612,0.00004369849],"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":[0.00006227094,0.00005342417,0.0007446951,0.00002249111,0.000007405064,0.00007391902,0.00006050138,0.000378809,0.9892895,0.001116909,0.0002308191,0.007959188],"study_design_scores_gemma":[0.00002090391,0.0001437137,0.003043378,0.000003795595,0.000007439882,0.0002389678,0.00001709495,0.008087451,0.9859277,0.0002304412,0.002269648,0.000009604849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9154629,0.0006083415,0.0758407,0.0004484245,0.0001489778,0.00007331717,0.0002225929,0.0007322748,0.006462583],"genre_scores_gemma":[0.9154145,0.0002553542,0.08191451,0.00007325095,0.00001934707,0.00002347403,0.00009815437,0.0000368146,0.002164609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001825019,"threshold_uncertainty_score":0.00362885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491271790346252,"score_gpt":0.2342194978774761,"score_spread":0.2193067799740136,"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."}}