{"id":"W2499059209","doi":"10.1139/cjce-2016-0090","title":"Strategies for improving dimensional stability of concrete","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shrinkage; Serviceability (structure); Durability; Cracking; Creep; Aggregate (composite); Structural engineering; Geotechnical engineering; Materials science; Cement; Stability (learning theory); Environmental science; Engineering; Computer science; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005951883,0.0006453854,0.000353387,0.001332609,0.0004986853,0.0007533546,0.0006091273,0.0006327514,0.002371782],"category_scores_gemma":[0.0009078493,0.0002570956,0.0003366001,0.0004369948,0.0004665938,0.0009223397,0.0008383731,0.0006054796,0.0003991577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005642608,"about_ca_system_score_gemma":0.000606432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007,"about_ca_topic_score_gemma":0.002083417,"domain_scores_codex":[0.9995711,0.00006694642,0.00003860722,0.00007082614,0.000212106,0.00004030986],"domain_scores_gemma":[0.9993675,0.0001306239,0.0001588756,0.00006583454,0.0002372991,0.00003977924],"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":[0.00005849742,0.0001941544,0.0007267473,0.000294918,0.00001255806,0.0000538166,0.0001529908,0.01346622,0.9121293,0.004215322,0.000194161,0.0685014],"study_design_scores_gemma":[0.00005125517,0.001476631,0.003235591,0.0001105625,0.00007207364,0.0002854172,0.0002483068,0.03641612,0.9402938,0.00324283,0.01451162,0.00005568002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5738982,0.008775284,0.3942187,0.0009196022,0.0001203833,0.0003616706,0.00008658391,0.0007789896,0.0208405],"genre_scores_gemma":[0.8755732,0.003329229,0.115403,0.0001731419,0.00005661886,0.0001515841,0.00007683608,0.00005603186,0.005180524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002371782,"threshold_uncertainty_score":0.007934451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307722990865695,"score_gpt":0.1808945034069022,"score_spread":0.1678172734982452,"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."}}