{"id":"W4414370821","doi":"10.1177/13694332251375219","title":"Numerical and theoretical investigations on flexural behavior of two-way RC slabs strengthened with BFRP grid-ECC composites","year":2025,"lang":"en","type":"article","venue":"Advances in Structural Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China","keywords":"Flexural strength; Parametric statistics; Composite number; Basalt fiber; Failure mode and effects analysis; Finite element method; Fibre-reinforced plastic; Ductility (Earth science)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003889132,0.0003286214,0.00037643,0.000227666,0.00004416559,0.00003290116,0.0002175744,0.0000792328,0.00002254753],"category_scores_gemma":[0.00004420678,0.0002759854,0.00004594667,0.0004267189,0.0002292597,0.0003412666,0.00004309822,0.0003631215,7.166896e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000859038,"about_ca_system_score_gemma":0.00001336544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001206381,"about_ca_topic_score_gemma":0.000002937388,"domain_scores_codex":[0.9988146,0.00001383502,0.0003662409,0.0002511757,0.0002146039,0.0003394754],"domain_scores_gemma":[0.9993685,0.0002176176,0.00004114778,0.000238849,0.00003654451,0.00009731591],"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":[0.00004225157,8.07201e-7,0.01065458,0.0001550699,0.00003594401,0.00001708939,0.000140336,0.767875,0.04268834,0.1667044,0.000001850183,0.01168427],"study_design_scores_gemma":[0.002606327,0.000304053,0.05589526,0.0007463869,0.0001540082,0.00009115765,0.0001140492,0.5472414,0.3895152,0.002006032,0.0002199262,0.001106188],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961078,0.000767268,0.001613746,0.00002543789,0.0004086457,0.000256149,0.00002285103,0.0002292409,0.0005688212],"genre_scores_gemma":[0.9830527,0.00004537718,0.01674256,0.00001683807,0.00003917486,0.00004321702,0.0000204346,0.00003255876,0.000007102162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3468269,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003582645375144411,"score_gpt":0.2368767161381238,"score_spread":0.2332940707629794,"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."}}