{"id":"W4311104334","doi":"10.3390/s22239397","title":"Measurement of Restrained and Unrestrained Shrinkage of Reinforced Concrete Using Distributed Fibre Optic Sensors","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Transport Canada","keywords":"Shrinkage; Materials science; Composite material; Reinforcement; Fiber-reinforced concrete; Reinforced concrete; Structural engineering; 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":[0.0003191802,0.0005408311,0.0002597423,0.0004240828,0.0001224351,0.0001656834,0.0004320963,0.0003728168,0.0003675852],"category_scores_gemma":[0.0006327967,0.0002496451,0.0001616802,0.0002980923,0.0003438609,0.0004491827,0.0003122241,0.00031934,0.0001288832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002629694,"about_ca_system_score_gemma":0.0001860169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008142312,"about_ca_topic_score_gemma":0.003019031,"domain_scores_codex":[0.9995073,0.00004075998,0.00001551551,0.0001112938,0.0002984304,0.00002670562],"domain_scores_gemma":[0.999511,0.0001314343,0.0001573512,0.00004571732,0.0001244106,0.0000300778],"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":[0.00004753892,0.00002546299,0.001447478,0.00004469682,0.000007370409,0.00003216362,0.00006337722,0.001420842,0.9874421,0.00004782458,0.0000210285,0.009400049],"study_design_scores_gemma":[0.00001308619,0.0003921944,0.01949581,0.00001297898,0.0000218596,0.0002997527,0.0000971427,0.01863858,0.9598168,0.0001081426,0.001062141,0.00004159347],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596468,0.0003439932,0.03883826,0.00002108422,0.00001878661,0.00003115977,0.0001090401,0.0001609311,0.000830025],"genre_scores_gemma":[0.9710265,0.0003014752,0.02732483,0.00001780498,0.000007744882,0.00003721893,0.00007250297,0.00001786089,0.001193975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008142312,"threshold_uncertainty_score":0.001908004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671385188909537,"score_gpt":0.2202172700808036,"score_spread":0.1935034181917082,"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."}}