{"id":"W4313389101","doi":"10.3390/buildings13010103","title":"The Effects of Supplementary Cementitious Materials (SCMs) on the Residual Mechanical Properties of Concrete after Exposure to High Temperatures—Review","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Silica fume; Cementitious; Materials science; Ground granulated blast-furnace slag; Aggregate (composite); Properties of concrete; Fly ash; Ultimate tensile strength; Compressive strength; Composite material; Cement","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":[0.001094259,0.0002275324,0.0004365964,0.00004987164,0.0001569108,0.00005316433,0.0004895357,0.00003567488,0.0009009842],"category_scores_gemma":[0.0002136311,0.0001364464,0.00007608901,0.000159859,0.00005425957,0.00003837507,0.00030503,0.0001428808,0.000007720021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006493525,"about_ca_system_score_gemma":0.00001953364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009602198,"about_ca_topic_score_gemma":0.000002835554,"domain_scores_codex":[0.9980919,0.0003950716,0.0005215438,0.0002092328,0.0004876151,0.0002945834],"domain_scores_gemma":[0.9989737,0.0003522722,0.0000996185,0.0004845666,0.00004711331,0.00004269559],"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":[0.0001720316,0.000003888333,0.000002229871,0.001846069,0.0001085057,0.0000098945,0.0001450557,0.00002419448,0.9740655,0.001365781,0.02220101,0.00005586369],"study_design_scores_gemma":[0.0003130462,0.0006877793,0.00004121969,0.0009980268,0.00008111021,0.000005597005,0.00003601844,0.00000278075,0.9852298,0.00003256886,0.01240944,0.0001625562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919507,0.003519226,0.000002120593,0.001260764,0.001144185,0.001716954,0.0003354573,0.00005726339,0.00001334457],"genre_scores_gemma":[0.9967703,0.0004581694,0.00008687975,0.001215644,0.0001025051,0.001253248,0.00001892976,0.00005272918,0.00004164874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116438,"threshold_uncertainty_score":0.9865146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004742501780378172,"score_gpt":0.187433287289853,"score_spread":0.1826907855094749,"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."}}