{"id":"W4413121868","doi":"10.1016/j.engstruct.2025.121139","title":"Axial compression behaviour and strength prediction of masonry columns strengthened with basalt and glass fibre textile-reinforced ECC","year":2025,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Graduate Research and Innovation Projects of Jiangsu Province; National Development and Reform Commission","keywords":"Masonry; Composite material; Materials science; Glass fiber; Compression (physics); Textile; Structural engineering; Basalt; Engineering; Geology","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":[0.00003856214,0.0002624676,0.0003207718,0.0001632436,0.00007442768,0.00004780953,0.0001325305,0.0001285515,0.00004423485],"category_scores_gemma":[0.00002588806,0.0002198193,0.00004388972,0.0002150778,0.0000566787,0.0001338238,0.00006722291,0.0002120481,1.01174e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002224855,"about_ca_system_score_gemma":0.00001266554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004165943,"about_ca_topic_score_gemma":0.000005357392,"domain_scores_codex":[0.999139,0.00001296396,0.0002604628,0.0002202057,0.0001547491,0.0002126671],"domain_scores_gemma":[0.9995199,0.0000688097,0.00004472011,0.0002494587,0.000035194,0.0000819599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001096326,0.000003348449,0.009205837,0.0008907721,0.0005188169,0.000008305889,0.0004876759,0.945336,0.0285778,0.004466128,0.0004111008,0.00998462],"study_design_scores_gemma":[0.001151121,0.0001285251,0.1860465,0.0002857645,0.0002700709,0.00001949693,0.0001867684,0.7864484,0.02445451,0.00009476782,0.0005317676,0.0003822892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967997,0.0003665219,0.001933982,0.00002262708,0.000189169,0.0001456922,0.0001174466,0.0002275882,0.0001972598],"genre_scores_gemma":[0.9972802,0.00006245411,0.00240421,0.000007093922,0.00005881814,0.00000990534,0.00004953319,0.00002262073,0.000105187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1768406,"threshold_uncertainty_score":0.8963969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002708559719775567,"score_gpt":0.1752468977259017,"score_spread":0.1725383380061261,"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."}}