{"id":"W4386374794","doi":"10.1016/j.jobe.2023.107694","title":"Mechanical and seepage characteristics of polyvinyl alcohol fiber concrete under stress-seepage coupling","year":2023,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Materials science; Polyvinyl alcohol; Composite material; Ettringite; Permeability (electromagnetism); Cement; Scanning electron microscope; Compaction; Pore water pressure; Stress (linguistics); Geotechnical engineering; Geology; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006404762,0.0002264925,0.0005306111,0.0004135112,0.00003116544,0.00005642131,0.0001777851,0.0001184116,0.00005595013],"category_scores_gemma":[0.0001653987,0.0002280206,0.00008880449,0.0003522199,0.0000238574,0.000245195,0.00008676253,0.0002894079,0.000004791123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008140604,"about_ca_system_score_gemma":0.00001981361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001520177,"about_ca_topic_score_gemma":3.858744e-8,"domain_scores_codex":[0.9984099,0.000009139074,0.000835867,0.0001108377,0.0003015315,0.0003327809],"domain_scores_gemma":[0.9991756,0.0001921989,0.0002445041,0.0001448654,0.0001447803,0.00009803342],"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":[0.00001271822,9.086323e-7,0.00009018993,0.0003490687,0.000180473,0.00004187069,0.0000677331,0.1266386,0.8712793,0.001051719,0.00008110925,0.0002063102],"study_design_scores_gemma":[0.0009290762,0.0001152518,0.002444309,0.0009703861,0.00009426472,0.00008634182,0.00007925709,0.4635936,0.530196,0.00003745589,0.001008414,0.0004455933],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755714,0.0001436334,0.02319391,0.00002180457,0.000734474,0.00009520865,0.00003408192,0.000155506,0.00004998602],"genre_scores_gemma":[0.9962417,0.0002143801,0.003137953,0.00001012566,0.0002839753,0.000002525131,0.000006620238,0.00007323469,0.00002944741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3410833,"threshold_uncertainty_score":0.9298411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505703594333813,"score_gpt":0.2395902578842054,"score_spread":0.2245332219408673,"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."}}