{"id":"W2151255162","doi":"10.1061/9780784479346.136","title":"Evaluation of the Thermal Expansion Coefficient Using Non-Destructive Testing","year":2015,"lang":"en","type":"article","venue":"","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thermal expansion; Reliability engineering; Computer science; Nuclear engineering; Materials science; Environmental science; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003908759,0.0000512328,0.0000536137,0.00001410627,0.00002594976,0.000007659069,0.00005997371,0.00002166597,0.00002159785],"category_scores_gemma":[0.00006657049,0.00003058317,0.00001575099,0.0001070848,0.00001813423,0.00004485549,0.00003394599,0.00004150521,0.000001875467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009234977,"about_ca_system_score_gemma":0.00006328469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001096875,"about_ca_topic_score_gemma":0.000003762195,"domain_scores_codex":[0.9994259,0.00002568798,0.00009735316,0.00005431758,0.0003202335,0.00007643784],"domain_scores_gemma":[0.999547,0.00001040085,0.00001884304,0.0001146843,0.0002878152,0.00002127177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001651432,0.000003804514,0.001989457,0.000005149941,0.000004314854,7.780153e-8,0.0004890637,0.4148964,0.5489109,0.000002763165,0.000009036695,0.03368745],"study_design_scores_gemma":[0.0001834204,0.00001751566,0.008229261,0.00002401076,0.00006525657,0.000002076938,0.0003631606,0.879447,0.1116094,0.000008172734,0.000003322356,0.00004738469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951401,0.00005576412,0.0007124417,0.000004064554,0.0002388162,0.0001611126,5.670544e-7,0.00002493448,0.003662199],"genre_scores_gemma":[0.9991561,1.238538e-7,0.000794028,0.000003377298,0.00002547075,0.000003688952,1.968954e-7,0.000008647011,0.0000084151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4645507,"threshold_uncertainty_score":0.1247146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.142168326843949,"score_gpt":0.2819975983177434,"score_spread":0.1398292714737944,"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."}}