{"id":"W4386621213","doi":"10.21203/rs.3.rs-3286865/v1","title":"Ettringite instability on supersulfated cement: Investigation under different curing regimes","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Universidade Tecnológica Federal do Paraná","keywords":"Ettringite; Cement; Curing (chemistry); Instability; Materials science; Forensic engineering; Composite material; Engineering; Mechanics; Physics; Portland cement","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":[0.0002045876,0.0002748008,0.0002414383,0.0003545602,0.0002317755,0.0003008555,0.0002191372,0.0002608364,0.003146141],"category_scores_gemma":[0.0004631127,0.0001442365,0.0002059418,0.0002301874,0.0005757564,0.0003991728,0.0002434192,0.000451273,0.0002816342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001635397,"about_ca_system_score_gemma":0.0001851103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008751387,"about_ca_topic_score_gemma":0.0006618012,"domain_scores_codex":[0.9998606,0.00001915524,0.000006418037,0.00003586959,0.00004345704,0.00003431548],"domain_scores_gemma":[0.9997593,0.00008048688,0.00006011666,0.00002485831,0.0000464039,0.00002891844],"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":[0.0005998731,0.0000361365,0.00065187,0.00005688046,0.0000114082,0.00008745988,0.0001451058,0.0006531575,0.9952501,0.0002699014,0.00005812399,0.002180085],"study_design_scores_gemma":[0.00001573082,0.0002469431,0.005714224,0.000006780249,0.00001556617,0.00005151871,0.00006599192,0.003018196,0.9902679,0.00008461489,0.0005019704,0.00001054586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979072,0.0002414204,0.000897291,0.00001417119,0.000005089376,0.000006560928,0.0000702073,0.00002398131,0.0008341595],"genre_scores_gemma":[0.9984472,0.0001632125,0.0002232225,0.000007420002,0.000003612204,0.000005737014,0.00006975198,0.0000161074,0.001063816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003146141,"threshold_uncertainty_score":0.01052487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1610440259145881,"score_gpt":0.3684148507614813,"score_spread":0.2073708248468933,"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."}}