{"id":"W4381163502","doi":"10.32920/23541891","title":"Self-Healing of Tensile and Shrinkage Cracks in Engineered Cementitious Composite Liquid Containing Structures","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Shrinkage; Cracking; Composite material; Leakage (economics); Ultimate tensile strength; Composite number; Fly ash; Self-healing; Cementitious; Tensile testing; Tension (geology); 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":[0.0001215871,0.0001528611,0.0001194684,0.0001744749,0.00008829737,0.0001183061,0.00017092,0.0002114702,0.0004096155],"category_scores_gemma":[0.0002002335,0.00009641633,0.0001166535,0.00007035712,0.0001745036,0.0001935358,0.0001532288,0.000198962,0.00007157412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108735,"about_ca_system_score_gemma":0.00008303899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003889998,"about_ca_topic_score_gemma":0.001148724,"domain_scores_codex":[0.9998852,0.000009309751,0.000006436179,0.00002119288,0.00005761026,0.00002025682],"domain_scores_gemma":[0.9997936,0.00003339464,0.00008420108,0.00001968898,0.00004803873,0.00002117145],"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":[0.00001856102,0.000007649262,0.0002358181,0.0000164724,0.000001282936,0.00003282311,0.00001844873,0.0002856952,0.9984882,0.0000121022,0.000003530665,0.0008793807],"study_design_scores_gemma":[0.000002643533,0.0002544766,0.005001726,0.00000387843,0.000004446544,0.00006858885,0.00003304345,0.003301465,0.9910235,0.00001209182,0.0002906029,0.000003448797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980729,0.0001541524,0.001573584,0.000003015615,0.000002380378,0.000004722267,0.00001344884,0.00002050143,0.0001552705],"genre_scores_gemma":[0.9982958,0.0000519534,0.001293135,0.000003845417,8.241576e-7,0.000005333276,0.00002178804,0.000004772964,0.0003224813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004096155,"threshold_uncertainty_score":0.001370251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450779740668501,"score_gpt":0.2497004624183439,"score_spread":0.2351926650116589,"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."}}