{"id":"W36623049","doi":"","title":"Field performance of a concrete pipe culvert installed using standard installations","year":2005,"lang":"en","type":"article","venue":"New York monthly review of medical and surgical science and Buffalo medical journal","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Culvert; Truck; Engineering; Civil engineering; Geotechnical engineering; Structural engineering; Forensic engineering; Automotive 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118884,0.0007150239,0.0004493035,0.0006562702,0.0008784052,0.000403039,0.0006212501,0.0006738414,0.001376929],"category_scores_gemma":[0.001990164,0.0006739827,0.0004000735,0.0004323171,0.000829445,0.0005150373,0.0004528336,0.0006389426,0.0004443073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361108,"about_ca_system_score_gemma":0.001021606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01981851,"about_ca_topic_score_gemma":0.06472626,"domain_scores_codex":[0.9989039,0.0001536874,0.00006246474,0.0003078537,0.0003768141,0.0001952419],"domain_scores_gemma":[0.9972126,0.0005710283,0.0003055957,0.0003149208,0.00130254,0.0002932642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005358434,0.003197363,0.1747514,0.0004223097,0.00009866912,0.00096228,0.004911142,0.01764789,0.7475612,0.0002928353,0.001390927,0.04340556],"study_design_scores_gemma":[0.0001649592,0.04472071,0.5621218,0.00007094549,0.0001755559,0.0003855001,0.002639921,0.01348193,0.3731596,0.0001101001,0.002854374,0.0001146151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990483,0.000005729147,0.000473146,0.000004152403,0.000003147804,0.00003548392,0.0001112398,0.00003405183,0.0002847152],"genre_scores_gemma":[0.9963654,0.00002597212,0.001758301,0.000006960704,0.000002288457,0.00002989155,0.0003188785,0.00001323983,0.001479082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01981851,"threshold_uncertainty_score":0.0394063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179520329507481,"score_gpt":0.2517388853057449,"score_spread":0.2399436820106701,"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."}}