{"id":"W4403362500","doi":"10.1016/j.istruc.2024.107438","title":"Torsional behavior of GFRP-RC pontoon decks with an edge cutout and diagonal reinforcements","year":2024,"lang":"en","type":"article","venue":"Structures","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Diagonal; Fibre-reinforced plastic; Structural engineering; Enhanced Data Rates for GSM Evolution; Reinforcement; Materials science; Reinforced concrete; Composite material; Engineering; Mathematics; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003035719,0.0004455388,0.0002491779,0.0003881305,0.0001800853,0.0001658268,0.0004905568,0.0003661209,0.001966919],"category_scores_gemma":[0.000626716,0.0002314241,0.0001601712,0.0002718833,0.0003660913,0.000251069,0.0001996471,0.0003070825,0.0002417006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666784,"about_ca_system_score_gemma":0.0001619798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067312,"about_ca_topic_score_gemma":0.003423859,"domain_scores_codex":[0.9997136,0.00002443165,0.00001628514,0.00006380288,0.0001335818,0.00004821599],"domain_scores_gemma":[0.9995383,0.00009347103,0.00008803127,0.00006827448,0.0001576402,0.00005425487],"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":[0.0012974,0.000154662,0.009526042,0.0001833202,0.00002949359,0.0003288674,0.0001902185,0.03434886,0.9327603,0.0002915778,0.0002297477,0.02065947],"study_design_scores_gemma":[0.00004406552,0.002427859,0.07669262,0.00002819938,0.00004239224,0.0002419484,0.0003047342,0.06144604,0.8571566,0.0001060066,0.0014619,0.00004769661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988056,0.00003307078,0.0007119849,0.00000496928,0.00000508576,0.000006078261,0.0000727502,0.00002353166,0.0003368425],"genre_scores_gemma":[0.9984798,0.00001969251,0.0006784221,0.000002469034,7.121745e-7,0.000004594693,0.00007468574,0.000006315142,0.0007333187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001966919,"threshold_uncertainty_score":0.006579995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008420353678846276,"score_gpt":0.2408072802085172,"score_spread":0.2323869265296709,"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."}}