{"id":"W4403599941","doi":"10.1016/j.cscm.2024.e03894","title":"Sulfate attack on portland-dolomite cement exposed to sodium sulfate solution at 5 ℃ and 20 ℃","year":2024,"lang":"en","type":"article","venue":"Case Studies in Construction Materials","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Science Foundation for Young Scientists of Shanxi Province","keywords":"Sulfate; Dolomite; Portland cement; Sodium sulfate; Cement; Ettringite; Sodium; Mineralogy; Environmental science; Materials science; Chemical engineering; Metallurgy; Geology; 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":[0.0001880621,0.0004135881,0.0002802601,0.00025195,0.0002099053,0.0002582572,0.0001598677,0.000317835,0.001318582],"category_scores_gemma":[0.0002362313,0.0001490374,0.0002748514,0.0002125091,0.0002486325,0.0002257969,0.0001763748,0.0002991174,0.000150068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923056,"about_ca_system_score_gemma":0.0002270988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002067818,"about_ca_topic_score_gemma":0.00381301,"domain_scores_codex":[0.999828,0.00002889897,0.00001457351,0.0000292926,0.00006893737,0.00003039199],"domain_scores_gemma":[0.9998291,0.00002637125,0.00005171357,0.00001029047,0.00006124563,0.00002130661],"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":[0.0001888296,0.00002456933,0.0012824,0.00007151718,0.000009645983,0.0001114969,0.000080628,0.0001232176,0.9965122,0.00002079368,0.00001975041,0.001554873],"study_design_scores_gemma":[0.000005781559,0.0008658658,0.01554596,0.0000103932,0.00002601497,0.0001110783,0.0002026203,0.0004027151,0.9818566,0.00002588855,0.0009370579,0.000009999865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986866,0.0004091163,0.0002507577,0.00001626324,0.00001016617,0.000009673616,0.00009329968,0.000008840798,0.0005152666],"genre_scores_gemma":[0.9974779,0.0004220363,0.0005954613,0.00002318196,0.000005835359,0.00001073388,0.0001302354,0.000006863954,0.001327779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002067818,"threshold_uncertainty_score":0.004411042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08213053284004478,"score_gpt":0.3385618527846359,"score_spread":0.2564313199445911,"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."}}