{"id":"W3127189074","doi":"10.2749/vancouver.2017.1469","title":"Distributed Deflection Measurement of Reinforced Concrete Elements Using Fibre Optic Sensors","year":2017,"lang":"en","type":"article","venue":"Report","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Deflection (physics); Structural engineering; Stiffness; Reinforced concrete; Bending; Displacement (psychology); Transducer; Environmental science; Engineering; Optics; Physics; Electrical engineering","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":[0.0002559286,0.0004002137,0.0001628791,0.0004814636,0.0002167343,0.0001798816,0.0004853015,0.0004752523,0.0007744252],"category_scores_gemma":[0.0005745663,0.0001983801,0.0001435395,0.0003014872,0.0003195306,0.0003786306,0.0003654473,0.0003128466,0.0002286411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979977,"about_ca_system_score_gemma":0.0002196426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001763275,"about_ca_topic_score_gemma":0.005300011,"domain_scores_codex":[0.9996026,0.00003125354,0.00001130906,0.00006212985,0.0002610728,0.0000316607],"domain_scores_gemma":[0.9994442,0.0001316556,0.00008755982,0.00005466586,0.0002535629,0.00002839135],"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":[0.00008030317,0.00004353443,0.004269258,0.00004063269,0.000008447441,0.00005486007,0.0002005037,0.003649747,0.9679008,0.0001230587,0.00008617615,0.02354276],"study_design_scores_gemma":[0.00001552284,0.0006081464,0.03016797,0.00002093737,0.00001778971,0.0002474229,0.0002167259,0.04195649,0.9251066,0.0001530605,0.001426008,0.00006321114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609582,0.0001757736,0.03694466,0.00003504359,0.00002273512,0.00003224441,0.0001088997,0.0001630954,0.001559376],"genre_scores_gemma":[0.9745296,0.00008601487,0.02416855,0.00001559686,0.000004311597,0.00001869644,0.00005262168,0.000008139116,0.001116566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001763275,"threshold_uncertainty_score":0.003506064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04090725311705421,"score_gpt":0.2829742606321116,"score_spread":0.2420670075150574,"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."}}