{"id":"W2945398817","doi":"10.2749/vancouver.2017.2090","title":"Highway Approaches of the New Champlain Bridge Corridor","year":2017,"lang":"en","type":"article","venue":"Report","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Bridge (graph theory); Transport engineering; Civil engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006471761,0.000065917,0.0001098687,0.0000193744,0.00006786211,0.00002518557,0.0001646889,0.00003219112,0.00002953241],"category_scores_gemma":[0.00008108235,0.00004602546,0.00006972347,0.00005033069,0.00002707151,0.00005310003,0.00002399321,0.00005916486,0.000003943551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001430519,"about_ca_system_score_gemma":0.00001844325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001353876,"about_ca_topic_score_gemma":0.00001874455,"domain_scores_codex":[0.9995882,0.000002829597,0.0001549748,0.00007464952,0.0001027169,0.00007661242],"domain_scores_gemma":[0.9993004,0.000006613073,0.00007548291,0.0005666044,0.00001465824,0.00003627892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00001112124,0.00002693211,0.03408323,0.0003558422,0.0009457576,0.0001712685,0.001178142,0.6811134,0.029545,0.009219145,0.06781235,0.1755378],"study_design_scores_gemma":[0.0002424896,0.000007397726,0.6997928,0.00003982237,0.00006817465,0.000293038,0.00003491799,0.2044916,0.07129558,0.0002029275,0.02325536,0.0002759052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7869819,0.0002584999,0.1590007,0.0008661801,0.002465559,0.0002220877,0.00001144666,0.0004903769,0.04970319],"genre_scores_gemma":[0.9974042,0.000004062554,0.0003038768,0.000004199661,0.00009472486,0.000001675556,0.000003690733,0.00001045472,0.002173072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6657096,"threshold_uncertainty_score":0.1876864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04396076753257528,"score_gpt":0.2330496328190837,"score_spread":0.1890888652865085,"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."}}