{"id":"W2467961888","doi":"10.22075/jrce.2015.425","title":"Behavior Comparison of Uniaxial Cylindrical Columns Strengthened with CFRP","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Finite element method; Structural engineering; Column (typography); Range (aeronautics); Materials science; Reinforced concrete; Code (set theory); Mechanics; Composite material; Engineering; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002172333,0.0002867067,0.0001490677,0.0005084872,0.0001989112,0.0001634123,0.0003135169,0.0002761803,0.001661937],"category_scores_gemma":[0.0003715494,0.0001940059,0.0002208236,0.0002878474,0.0003472498,0.0002352264,0.0002085408,0.0002044319,0.0003888456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000216243,"about_ca_system_score_gemma":0.0002824522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002425358,"about_ca_topic_score_gemma":0.00687116,"domain_scores_codex":[0.9997838,0.00001914336,0.00001354583,0.00003872142,0.0001059883,0.00003882067],"domain_scores_gemma":[0.9996396,0.00004854767,0.00007488267,0.00005542906,0.0001378036,0.00004382622],"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":[0.0003112195,0.00006028947,0.007949862,0.00009910492,0.00002011932,0.0002821306,0.0003147752,0.01677437,0.9642633,0.0004057282,0.0002217681,0.009297553],"study_design_scores_gemma":[0.00002015185,0.002203343,0.117558,0.00004417626,0.0000675578,0.0005964972,0.0007847574,0.04946417,0.8247328,0.0002210573,0.004253353,0.00005407697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960123,0.0001736985,0.001753222,0.00001303019,0.00000555363,0.000007389119,0.000151071,0.00006052618,0.001823184],"genre_scores_gemma":[0.9975419,0.000104301,0.0008097379,0.000006404704,0.000001159264,0.000006947138,0.0001497882,0.00001237141,0.001367368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002425358,"threshold_uncertainty_score":0.005559683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2502862374226737,"score_gpt":0.5198622459150347,"score_spread":0.269576008492361,"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."}}