{"id":"W2000137043","doi":"10.1061/(asce)be.1943-5592.0000603","title":"Curvature Limitations for Slab-on-I-Girder Bridges","year":2014,"lang":"en","type":"article","venue":"Journal of Bridge Engineering","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Structural engineering; Curvature; Girder; Slab; Finite element method; Parametric statistics; Bridge (graph theory); Engineering; Bending; Geometry; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001818404,0.0001768351,0.0002703693,0.0002904555,0.00003630484,0.00004858773,0.0001491795,0.00007477046,0.000008116542],"category_scores_gemma":[0.0003094491,0.0001653479,0.0002119901,0.0002124877,0.000008868547,0.0001678001,0.000006081049,0.0002549746,0.000005226105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006007397,"about_ca_system_score_gemma":0.000009403155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001000741,"about_ca_topic_score_gemma":0.000001072865,"domain_scores_codex":[0.9991595,0.000007633284,0.0003651138,0.00008608805,0.0001769253,0.0002047933],"domain_scores_gemma":[0.9992697,0.0002784918,0.00006767665,0.0001391172,0.0001290269,0.0001160171],"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":[0.000003836216,0.000004543216,0.00002125023,0.00004940319,0.0001104737,0.000001314199,0.00006567371,0.9860018,0.002915509,0.0005982842,0.00301509,0.007212761],"study_design_scores_gemma":[0.0004032271,0.00008210022,0.004372804,0.00006568012,0.00006341471,0.00003669321,0.00001883575,0.9616846,0.006840844,0.0000314417,0.02620021,0.0002001731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04928609,0.0002458089,0.9488305,0.0001971038,0.001062908,0.00005753468,0.000008798368,0.0001579419,0.0001532848],"genre_scores_gemma":[0.9925025,0.00005558053,0.00655531,0.00006010151,0.0007144421,0.000005312694,0.000006688174,0.00005321383,0.00004691483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9432163,"threshold_uncertainty_score":0.6742693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821422561328563,"score_gpt":0.2184312959360638,"score_spread":0.2002170703227781,"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."}}