{"id":"W4384405655","doi":"10.1177/08927057231190558","title":"Experimental and numerical investigation on the performance of GFRP-confined expansive concrete-filled unplasticized polyvinyl chloride tubes","year":2023,"lang":"en","type":"article","venue":"Journal of Thermoplastic Composite Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Composite material; Expansive; Compressive strength; Composite number; Fibre-reinforced plastic; Ductility (Earth science); Core (optical fiber); Stress (linguistics); Structural engineering; Creep","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":[0.0002140139,0.0002328263,0.0004980717,0.0001644171,0.00007395643,0.00006422946,0.0002211293,0.00006906869,0.0001865305],"category_scores_gemma":[0.00009802115,0.0001563078,0.00007393698,0.0001682249,0.0001223531,0.0001341366,0.00005433824,0.0001430453,0.00001572788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005177532,"about_ca_system_score_gemma":0.00002547894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006540725,"about_ca_topic_score_gemma":1.64867e-8,"domain_scores_codex":[0.9986174,0.00006962241,0.0006615199,0.0001054837,0.0003263117,0.0002196553],"domain_scores_gemma":[0.9987867,0.0006584164,0.0002215261,0.0001472859,0.00008785557,0.00009816442],"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":[0.0005528184,4.585021e-7,0.0001145349,0.00003831244,0.00008816688,0.00001243697,0.0004918707,0.002196182,0.9963003,0.00008505765,0.00005120159,0.0000686754],"study_design_scores_gemma":[0.0009353033,0.0004379576,0.006326225,0.0002132126,0.00006857986,0.0001125107,0.0001765297,0.007740823,0.9838092,0.000009929031,0.00001104044,0.0001587314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983902,0.00005387481,0.00006051871,0.00008349423,0.001101443,0.0001880696,0.00002170143,0.00006581373,0.00003487549],"genre_scores_gemma":[0.9996116,0.00002088512,0.0001247857,0.00003389158,0.0001468748,0.00000928526,0.000005765782,0.00003342783,0.00001349227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01249113,"threshold_uncertainty_score":0.6374048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455649152723474,"score_gpt":0.2205189503409532,"score_spread":0.2059624588137185,"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."}}