{"id":"W4403146481","doi":"10.1016/j.conbuildmat.2024.138535","title":"Exploring the role of calcium sulfate in supersulfated cement: A study of rheological, mechanical, and microstructural properties","year":2024,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Rheology; Cement; Materials science; Sulfate; Calcium; Composite material; Microstructure; Metallurgy","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":[0.0002056814,0.0002217753,0.0001594793,0.0003301168,0.0002266015,0.0003048131,0.0002937101,0.0002729966,0.0007570754],"category_scores_gemma":[0.0002687489,0.0001336436,0.0001856636,0.0003011054,0.0005048193,0.0004108842,0.0001246943,0.0002334775,0.00009327606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480796,"about_ca_system_score_gemma":0.0002790257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002916812,"about_ca_topic_score_gemma":0.003176335,"domain_scores_codex":[0.9999248,0.00001093034,0.000004174191,0.000016123,0.00002666785,0.00001723227],"domain_scores_gemma":[0.9998738,0.00003931583,0.00002407527,0.000008162797,0.0000376882,0.00001700874],"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":[0.0002528877,0.00002917232,0.002710457,0.00003784472,0.00001137506,0.00008231999,0.00005858833,0.0003411071,0.9945695,0.0002029819,0.00001909631,0.001684742],"study_design_scores_gemma":[0.00001764807,0.0003760952,0.02090508,0.000004387916,0.00003396546,0.0001091906,0.0001735343,0.007000435,0.9703084,0.0001450258,0.0009131738,0.00001290876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991812,0.0001992437,0.0002800068,0.00001387916,0.000002718582,0.000003293125,0.00001891156,0.000002882639,0.0002977285],"genre_scores_gemma":[0.9991272,0.0001732099,0.0002627067,0.000005182164,0.00000291606,0.000001709346,0.0000339127,0.000002912114,0.0003903346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002916812,"threshold_uncertainty_score":0.005799651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06482274353358435,"score_gpt":0.2572133364895148,"score_spread":0.1923905929559305,"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."}}