{"id":"W2361611559","doi":"","title":"Live Load and Its Response of Highway Bridges Based on International and Domestic Design Codes","year":2008,"lang":"en","type":"article","venue":"Jiegou Gongchengshi","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Culvert; Bridge (graph theory); Engineering; Structural load; Current (fluid); Design load; Transport engineering; China; Civil engineering; Structural engineering; Geography; Electrical engineering","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":[0.0001905493,0.0001532196,0.0001807757,0.0001028133,0.00004112669,0.00001644962,0.00009862229,0.0001014898,0.00001927492],"category_scores_gemma":[0.0004136616,0.0001425514,0.0000295781,0.00007172357,0.00005924077,0.00005746099,0.00002003202,0.0001626015,0.000004396043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005226947,"about_ca_system_score_gemma":0.00002730362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001310412,"about_ca_topic_score_gemma":0.000001452241,"domain_scores_codex":[0.9993016,0.00003774665,0.0001632483,0.0001605552,0.0001903174,0.0001465875],"domain_scores_gemma":[0.9991056,0.000615788,0.00002442669,0.0001237411,0.00005000532,0.00008039853],"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":[0.0007449707,0.00005430505,0.0004800252,0.0001867975,0.0001031163,0.00009822406,0.0007253578,0.9705535,0.02402661,0.001061935,0.0009293172,0.001035874],"study_design_scores_gemma":[0.001265087,0.0003257113,0.1582391,0.0001491435,0.00003032826,0.0001416991,0.00004184347,0.8236984,0.01427151,0.0003315534,0.001087677,0.000417979],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801266,0.000760868,0.01815732,0.0001521583,0.0001820941,0.0001153678,0.00002562179,0.0002550198,0.0002249503],"genre_scores_gemma":[0.9979328,0.0001390043,0.001717957,0.00003071473,0.00003487483,0.000009432062,0.000003340274,0.0000216228,0.0001102461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1577591,"threshold_uncertainty_score":0.5813078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369714551541268,"score_gpt":0.2150777171291115,"score_spread":0.2013805716136988,"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."}}