{"id":"W2106162578","doi":"10.1007/s13369-012-0173-x","title":"Numerical Analysis of Thermal Behavior of Concrete Cover Around FRP-Bars in Cold Region","year":2012,"lang":"en","type":"article","venue":"Arabian Journal for Science and Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Fibre-reinforced plastic; Materials science; Adina; Bar (unit); Concrete cover; Composite material; Transverse plane; Ultimate tensile strength; Structural engineering; Finite element method; Thermal; Reinforced concrete; Engineering; Geology","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":[0.0001616037,0.0002990792,0.0005018854,0.0004935887,0.0007192985,0.0004877859,0.0005592449,0.0008771038,0.002098624],"category_scores_gemma":[0.0005747618,0.0003045419,0.0005417317,0.0004171608,0.0007291145,0.0003292478,0.0002807696,0.0003624743,0.0001734512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005995661,"about_ca_system_score_gemma":0.0003744472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01405345,"about_ca_topic_score_gemma":0.009485328,"domain_scores_codex":[0.9999152,0.00001281232,0.00000353704,0.00001693279,0.00002456101,0.00002686847],"domain_scores_gemma":[0.9996754,0.0001500805,0.00005137521,0.00002274484,0.00006177679,0.00003869286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001620586,0.00009500627,0.00626877,0.00006341657,0.00002513297,0.0003280268,0.0001049736,0.967564,0.02207531,0.0008074247,0.0002232419,0.002282573],"study_design_scores_gemma":[0.00001085756,0.00007353767,0.007805241,0.000006115356,0.00001194902,0.0000342596,0.00008811628,0.9892586,0.002454202,0.000112888,0.0001329779,0.00001133013],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930355,0.0000734691,0.002343395,0.00005101709,0.00001332645,0.00001107107,0.00007279599,0.00004584597,0.004353454],"genre_scores_gemma":[0.9987778,0.00002542506,0.0004385984,0.000003970032,0.000002985236,0.000004439763,0.00003243725,0.000005651875,0.0007087174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01405345,"threshold_uncertainty_score":0.02794325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647861079044395,"score_gpt":0.2460925014404909,"score_spread":0.2296138906500469,"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."}}