{"id":"W2135602529","doi":"10.1109/icmens.2004.1508981","title":"Applicability of an Optimized Fiber Optic Smart Structure","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Materials science; Orthotropic material; Fiber Bragg grating; Embedment; Strain gauge; Smart material; Composite material; Fiber optic sensor; Composite number; Epoxy; Structural health monitoring; Fiber; Optical fiber; Structural engineering; Optics; Optoelectronics; Finite element method; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000146935,0.0004346821,0.0002373712,0.0001827571,0.0001215396,0.0002348493,0.0003407245,0.0004644388,0.0009116373],"category_scores_gemma":[0.0002137112,0.0001752369,0.0001400273,0.0001181916,0.0002712692,0.0002862981,0.0002305667,0.0002125134,0.0002912104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003163558,"about_ca_system_score_gemma":0.0002050053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002633869,"about_ca_topic_score_gemma":0.0005655373,"domain_scores_codex":[0.9998518,0.00001187113,0.000006495615,0.00004273073,0.00007097904,0.00001607283],"domain_scores_gemma":[0.9998831,0.00001844908,0.00004028127,0.00002212998,0.00002797785,0.000008067572],"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":[0.0001865046,0.00006231717,0.0008356891,0.0001129034,0.0000212011,0.0001226876,0.00004190937,0.02110933,0.9504157,0.005114142,0.0004097417,0.02156788],"study_design_scores_gemma":[0.00005263893,0.0006534549,0.002570578,0.00001836938,0.00004794183,0.0003072348,0.00002266785,0.201226,0.7858664,0.001740582,0.007457528,0.00003665008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7447296,0.001288515,0.2373269,0.0003887055,0.0001213646,0.0001885657,0.0002672308,0.0009269108,0.01476209],"genre_scores_gemma":[0.8867622,0.00026567,0.1106678,0.00007290786,0.00003147244,0.00006238817,0.0001222617,0.00003668842,0.001978618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009116373,"threshold_uncertainty_score":0.003049672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00447136058413323,"score_gpt":0.2040450915085784,"score_spread":0.1995737309244452,"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."}}