{"id":"W4415438334","doi":"10.1007/978-3-031-97435-9_2","title":"Review and Practical Considerations for Precast Prestressed Concrete Adjacent Girder Bridges","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dillon Consulting","funders":"","keywords":"Girder; Precast concrete; Prestressed concrete; Span (engineering); Shear (geology); Structural load","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009022323,0.000627388,0.0008034381,0.0002135418,0.00004448666,0.00007631999,0.00008139154,0.0004985477,0.0001820645],"category_scores_gemma":[0.00096443,0.0006682758,0.0001447559,0.00005523607,0.00004687091,0.0001196814,0.00006366363,0.0008612013,0.000003026566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001713941,"about_ca_system_score_gemma":0.00008606106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000067228,"about_ca_topic_score_gemma":0.00003774573,"domain_scores_codex":[0.9984768,0.000007755326,0.0005276874,0.0004281973,0.0001574321,0.0004021236],"domain_scores_gemma":[0.9978535,0.001465575,0.0000768114,0.000395305,0.00009549982,0.0001133362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008515267,0.000002285202,0.00004379258,0.08397356,0.002194952,0.0005326755,0.0006098276,0.7828268,0.009037473,0.05677892,0.03804507,0.02586946],"study_design_scores_gemma":[0.003619043,0.0003007491,0.0001370501,0.04656196,0.004426585,0.001270896,0.000003633271,0.4212643,0.01844905,0.005579123,0.4918849,0.006502719],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0002756644,0.469872,0.4680005,0.005036464,0.00348854,0.01212101,0.001158918,0.003238273,0.03680862],"genre_scores_gemma":[0.4263072,0.2234681,0.303458,0.01002867,0.003725467,0.004349539,0.00192322,0.003328218,0.02341155],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4538399,"threshold_uncertainty_score":0.9995769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085759859260295,"score_gpt":0.2565962556764153,"score_spread":0.2357386570838123,"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."}}