{"id":"W4246005897","doi":"10.32920/ryerson.14653785.v1","title":"Self-healing capability of engineered cementitious composites incorporating different types of pozzolanic materials","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sorptivity; Materials science; Composite material; Self-healing; Ultimate tensile strength; Brittleness; Pozzolan; Cementitious; Durability; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000332362,0.0002252218,0.0005798353,0.00004736278,0.00004756117,0.0000507499,0.0003326513,0.0001726558,0.007572759],"category_scores_gemma":[0.00003190698,0.0002146168,0.00008394034,0.0001083619,0.0001596642,0.00005207845,0.001151604,0.0001097,0.00001874065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757799,"about_ca_system_score_gemma":0.00003257791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009491618,"about_ca_topic_score_gemma":0.0000946671,"domain_scores_codex":[0.9980994,0.00013971,0.0009518607,0.0004331308,0.0002302136,0.0001456798],"domain_scores_gemma":[0.9985563,0.00006402184,0.0006624341,0.0006204103,0.00005376804,0.00004302683],"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":[0.000005771229,0.0001262336,0.003310148,0.0006167151,0.0000539161,2.558917e-7,0.0001287806,0.00161337,0.9936499,0.0003920076,0.00003206817,0.00007083442],"study_design_scores_gemma":[0.0001192465,0.0000155962,0.00403535,0.00008792162,0.00006280137,0.00000399837,0.0000566809,0.0002759833,0.993953,0.001180698,0.00002174067,0.0001869296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937694,0.00002951795,0.004102026,0.00002924062,0.0004496933,0.0005583995,0.000218226,0.00007057894,0.0007729012],"genre_scores_gemma":[0.928893,0.00002557381,0.07075644,0.0000105771,0.00003512275,0.00003910398,0.0002025896,0.00001675654,0.00002078036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06665441,"threshold_uncertainty_score":0.9933345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009472033811474559,"score_gpt":0.2230201700552232,"score_spread":0.2135481362437487,"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."}}