{"id":"W4403728368","doi":"10.1021/acsomega.4c04434","title":"Durability of a Metakaolin-Incorporated Cement-Based Grouting Material in High Geothermal Tunnels","year":2024,"lang":"en","type":"article","venue":"ACS Omega","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Disability Prevention and Rehabilitation","funders":"Henan Provincial Science and Technology Research Project; National Natural Science Foundation of China","keywords":"Metakaolin; Durability; Cement; Geothermal gradient; Geotechnical engineering; Geology; Materials science; Composite material","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":[0.0002604105,0.0003133047,0.0002193038,0.0004199579,0.0001582691,0.0002876571,0.0002262164,0.0002772763,0.0006033973],"category_scores_gemma":[0.0003049861,0.0001894694,0.0002305289,0.0002956841,0.0002020175,0.0003015015,0.0001954545,0.0003117316,0.0001232264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000211948,"about_ca_system_score_gemma":0.0001729522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009339103,"about_ca_topic_score_gemma":0.00374319,"domain_scores_codex":[0.9998771,0.00001361858,0.000007716004,0.00002713082,0.00004855712,0.00002585582],"domain_scores_gemma":[0.9997719,0.00002921062,0.00008096459,0.0000141962,0.00005312229,0.00005063881],"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":[0.000105021,0.0000214086,0.00106655,0.00006469172,0.000007672283,0.00009927692,0.00005032679,0.0003908217,0.9963851,0.00002503188,0.00001395387,0.001770003],"study_design_scores_gemma":[0.000008467311,0.001082546,0.02328386,0.00002086395,0.00004748198,0.0002044526,0.0001188026,0.001548202,0.9726825,0.0000134173,0.0009685747,0.00002096207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993867,0.0002445387,0.000218365,0.000003618376,0.000003218152,0.000003939539,0.00002319792,0.00001115542,0.0001051853],"genre_scores_gemma":[0.9984983,0.0001707007,0.0005795855,0.000006547745,0.00000140807,0.000004917616,0.00004232958,0.000008885278,0.0006872352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009339103,"threshold_uncertainty_score":0.002018571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085438828419921,"score_gpt":0.210697755809368,"score_spread":0.1998433675251688,"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."}}