{"id":"W7096556041","doi":"","title":"FIELD PERFORMANCE OF A CONCRETE PIPE CULVERT INSTALLED USING STANDARD INSTALLATIONS","year":2015,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Culvert; Truck; Reinforced concrete; Current (fluid); Pipeline transport","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":[0.0008647651,0.0005906083,0.0003175917,0.0005389762,0.0006715028,0.0003587694,0.0005501945,0.0005863914,0.001468196],"category_scores_gemma":[0.001091395,0.000474797,0.0003373631,0.0003399754,0.0005906502,0.0004289733,0.0003678846,0.0005131586,0.000415931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208797,"about_ca_system_score_gemma":0.0007031179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01648468,"about_ca_topic_score_gemma":0.04293332,"domain_scores_codex":[0.9992873,0.0001008659,0.00004846719,0.0002007205,0.0002357034,0.0001268696],"domain_scores_gemma":[0.9982755,0.0003598491,0.0002097003,0.0001940232,0.0007956732,0.0001652822],"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":[0.00495204,0.002341456,0.1543423,0.0004170651,0.00007559546,0.0007241267,0.002841079,0.01319648,0.7884163,0.000194197,0.0008990416,0.03160036],"study_design_scores_gemma":[0.0001565126,0.03082669,0.5454039,0.00005906913,0.0001378688,0.0003034389,0.001676396,0.01059849,0.4088717,0.00006755924,0.001830119,0.00006828935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991174,0.000005513523,0.0004350914,0.000002573782,0.000002271655,0.0000298276,0.0001102552,0.00003163266,0.0002653151],"genre_scores_gemma":[0.9978023,0.00001451438,0.00103298,0.000003699825,0.000001151702,0.00002113317,0.0002486161,0.000006589112,0.0008689897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01648468,"threshold_uncertainty_score":0.03277743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651986749819127,"score_gpt":0.2217063221508641,"score_spread":0.2051864546526729,"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."}}