{"id":"W2396624392","doi":"","title":"Moment Equations for Long-Span Soil-Steel Box Culverts","year":2006,"lang":"en","type":"article","venue":"Journal of the Korean geoenvironmental society","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Culvert; Moment (physics); Span (engineering); Finite element method; Structural engineering; Mathematics; Bending moment; Geotechnical engineering; Engineering; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001348762,0.0001538032,0.0001653728,0.00001634304,0.0001403469,0.00003050453,0.0002353325,0.00008883829,0.00002192778],"category_scores_gemma":[0.000006207,0.0001100229,0.0005036783,0.00006051262,0.00006035924,0.00009152031,0.0000434804,0.0002379068,0.000002199964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793448,"about_ca_system_score_gemma":0.000007002491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001543138,"about_ca_topic_score_gemma":0.000005583716,"domain_scores_codex":[0.999086,0.000009545048,0.0003226787,0.00008303337,0.0002663183,0.0002323858],"domain_scores_gemma":[0.9996123,0.00004894127,0.00009733836,0.0001710861,0.000008661178,0.00006161237],"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":[0.000003820033,0.00004445869,0.0005330949,0.00002522476,0.00009160565,7.85912e-7,0.00006268812,0.9860521,0.004239429,0.0002707191,0.008062739,0.0006133551],"study_design_scores_gemma":[0.004769532,0.0004322361,0.3325879,0.0002248941,0.0006511312,0.0003098256,0.0008274864,0.5261433,0.03986636,0.01608461,0.07671626,0.001386446],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.690475,0.0006872449,0.3065924,0.000793101,0.0007635562,0.0002787225,0.00003473611,0.00007676761,0.0002984347],"genre_scores_gemma":[0.9973418,0.00005627547,0.001732528,0.00006169204,0.0002803917,0.000006313986,0.000006413643,0.00002953459,0.0004850836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4599088,"threshold_uncertainty_score":0.4486602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004451440248726449,"score_gpt":0.1760516325414049,"score_spread":0.1716001922926784,"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."}}