{"id":"W4382201516","doi":"10.14359/51738842","title":"Deflection Control Methodologies for Curvilinear Concrete Members Reinforced with Glass Fiber-Reinforced Polymer Bars","year":2023,"lang":"en","type":"article","venue":"ACI Structural Journal","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deflection (physics); Curvilinear coordinates; Structural engineering; Reinforced concrete; Glass fiber; Fibre-reinforced plastic; Materials science; Engineering; Composite material; Forensic engineering; Mathematics; Physics; Optics; Geometry","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":[0.0002816667,0.0004396336,0.0001555349,0.00039762,0.0002295437,0.0003517215,0.0005567916,0.0003334282,0.00283675],"category_scores_gemma":[0.0003220651,0.0001540346,0.0002912778,0.0001762573,0.000217212,0.0002791034,0.0003439285,0.0002222805,0.0004644116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112975,"about_ca_system_score_gemma":0.0002323467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136652,"about_ca_topic_score_gemma":0.00247725,"domain_scores_codex":[0.9997738,0.00002705805,0.00001208708,0.00004717653,0.0001163622,0.00002363239],"domain_scores_gemma":[0.9996886,0.0000694689,0.00008331476,0.00002495575,0.0001195206,0.00001417286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001806003,0.0001195145,0.001603078,0.0002964188,0.00002725434,0.0001396609,0.0001871772,0.5283398,0.227186,0.002651412,0.0004930657,0.238776],"study_design_scores_gemma":[0.00001086194,0.0004442793,0.001933692,0.00003541031,0.00002199658,0.00006325798,0.0001451769,0.9566769,0.03714342,0.0009718891,0.002536507,0.00001657073],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1193051,0.0004385785,0.8711539,0.00005219468,0.00004233219,0.00009547699,0.00003211318,0.0003465599,0.008533828],"genre_scores_gemma":[0.9595762,0.0002019154,0.03508606,0.00001185485,0.000008733069,0.00003794739,0.00002854422,0.0000152557,0.005033454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00283675,"threshold_uncertainty_score":0.009489894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736215944460294,"score_gpt":0.2882975587199909,"score_spread":0.2609353992753879,"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."}}