{"id":"W2068104532","doi":"10.1016/j.cemconcomp.2008.10.005","title":"Corrosion resistance of self-consolidating concrete in full-scale reinforced beams","year":2008,"lang":"en","type":"article","venue":"Cement and Concrete Composites","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Corrosion; Materials science; Spall; Rebar; Cracking; Composite material; Metallurgy; Epoxy; Chloride; Steel bar","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001987376,0.0002279923,0.0004060993,0.0001026294,0.0001156835,0.00002194086,0.0001527874,0.00009446984,0.0001088728],"category_scores_gemma":[0.00002603815,0.0002345111,0.00007004319,0.0002165626,0.0001433504,0.000150983,0.00008708698,0.0001725683,0.000006985753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005835002,"about_ca_system_score_gemma":0.0000241057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001630244,"about_ca_topic_score_gemma":0.00001065821,"domain_scores_codex":[0.9986306,0.00004815306,0.0005591422,0.0002644234,0.0002027785,0.0002948535],"domain_scores_gemma":[0.999226,0.0001996377,0.00009110519,0.000293743,0.00007365012,0.0001158615],"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":[0.0001299211,0.000001028822,0.01600002,0.0001997914,0.0000103342,0.000009251497,0.001595071,0.0002235275,0.9811256,0.0002611875,0.0003208489,0.0001234062],"study_design_scores_gemma":[0.005409705,0.0004754043,0.01419241,0.0006644404,0.00008399565,0.00005386952,0.0009960631,0.1906042,0.7794706,0.00004385598,0.006635875,0.001369645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939609,0.001038137,0.0006614207,0.00003428434,0.0001488636,0.0003102196,0.00001430514,0.0002007432,0.003631106],"genre_scores_gemma":[0.9970197,0.0005624961,0.002095638,0.00005742843,0.00002740192,0.00002188809,0.00003157303,0.00002144972,0.0001624035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2016551,"threshold_uncertainty_score":0.9563084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009506607830112607,"score_gpt":0.1986907453430712,"score_spread":0.1891841375129586,"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."}}