{"id":"W2082102342","doi":"10.1061/(asce)mt.1943-5533.0000208","title":"Sulfate Attack on Concrete: Effect of Partial Immersion","year":2010,"lang":"en","type":"article","venue":"Journal of Materials in Civil Engineering","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sulfate; Sodium sulfate; Ultimate tensile strength; Immersion (mathematics); Materials science; Compressive strength; Composite material; Cylinder; Efflorescence; Tensile testing; Sodium; Forensic engineering; Engineering; Metallurgy; Mathematics; Mechanical engineering","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":[0.0001787009,0.0005843984,0.0003531496,0.0001814056,0.0001873264,0.0002972253,0.0002107697,0.0002883966,0.001477102],"category_scores_gemma":[0.0005084809,0.000158964,0.0002979965,0.0001859793,0.0002736619,0.0002939342,0.0003830651,0.0004441005,0.0001697735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918075,"about_ca_system_score_gemma":0.0003549055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003349058,"about_ca_topic_score_gemma":0.00538008,"domain_scores_codex":[0.9997426,0.00003274078,0.00002410234,0.00004673443,0.0000998898,0.00005400529],"domain_scores_gemma":[0.9994899,0.0001178707,0.000111512,0.00005430562,0.0001433783,0.00008300218],"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":[0.0004969399,0.00009258608,0.001012981,0.0001095654,0.00002401675,0.00007991235,0.0001341902,0.0005912627,0.9942942,0.00002411291,0.00004074718,0.003099362],"study_design_scores_gemma":[0.000006856855,0.002822462,0.005687312,0.000008890176,0.00002610134,0.00006466633,0.0001086513,0.0007302228,0.9900365,0.00001763365,0.0004825454,0.000008241247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983478,0.0004378108,0.0003667103,0.00001364899,0.000009708534,0.00001534354,0.00007694895,0.00002418881,0.0007077906],"genre_scores_gemma":[0.9976648,0.0004878828,0.0005387181,0.00001903542,0.000006472241,0.000005923593,0.00008481989,0.00001238242,0.001180051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003349058,"threshold_uncertainty_score":0.00665915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009147519565334937,"score_gpt":0.236158567261872,"score_spread":0.2270110476965371,"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."}}