{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003906935,0.0005876598,0.0006717399,0.0003889463,0.0004526459,0.0002780689,0.0004225386,0.0002905409,0.0003737251],"category_scores_gemma":[0.000213734,0.0004515042,0.0003550237,0.0006070222,0.000173634,0.0008751619,0.00004829557,0.0007326304,0.00004595313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002270697,"about_ca_system_score_gemma":0.0000952402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005087922,"about_ca_topic_score_gemma":0.000001824369,"domain_scores_codex":[0.9972299,0.00008117697,0.0007476505,0.0003242345,0.0005603584,0.001056622],"domain_scores_gemma":[0.9981874,0.0005596966,0.0002701737,0.0003652457,0.0002826402,0.0003348449],"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":[0.00148815,3.37866e-8,0.0001383934,0.0001408734,0.0009751911,0.0001341315,0.0006624299,0.6638273,0.3076194,0.001397175,0.002483435,0.02113347],"study_design_scores_gemma":[0.009745305,0.0009682149,0.001749187,0.0001403142,0.0006296473,0.004025036,0.0009775216,0.5175253,0.4591511,0.0002148354,0.0029554,0.001918109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778847,0.0001793526,0.01714349,0.0001861896,0.001866781,0.0007609758,0.00006983289,0.001336054,0.0005726051],"genre_scores_gemma":[0.9763721,0.00007668417,0.01917222,0.0001592157,0.0006857681,0.00007675774,0.00008849984,0.0001616464,0.003207095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1515317,"threshold_uncertainty_score":0.9997936,"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."}}