{"id":"W562991100","doi":"","title":"Mitigating Environmental Impacts on the Sea-to-Sky Highway Through Innovative Structural Concepts and Details","year":2009,"lang":"en","type":"article","venue":"2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reuse; Bridge (graph theory); Civil engineering; Noise barrier; Environmental science; Transport engineering; Engineering; Computer science; Noise reduction","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":[0.0003193862,0.0002428313,0.0001083379,0.0003268104,0.000322422,0.0004957469,0.0003094265,0.000286445,0.001248822],"category_scores_gemma":[0.0003173003,0.0001003666,0.000136638,0.0002782747,0.0003207576,0.0004430119,0.0003915751,0.0002587625,0.0001838943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000372996,"about_ca_system_score_gemma":0.0008283972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004763701,"about_ca_topic_score_gemma":0.03172472,"domain_scores_codex":[0.9997798,0.00004545413,0.000005412623,0.00001999616,0.0001082253,0.00004127223],"domain_scores_gemma":[0.9998642,0.00001797135,0.00002279439,0.00001997235,0.00006245763,0.00001257605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001645214,0.0003439705,0.04630771,0.0003004353,0.00006022888,0.000358346,0.0005348746,0.3623564,0.2014167,0.02679042,0.003482564,0.3578838],"study_design_scores_gemma":[0.000112223,0.003821321,0.2928875,0.0001878981,0.0002594495,0.0009288968,0.003908166,0.3266143,0.1891143,0.02196463,0.1600092,0.0001922843],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8349746,0.0004899804,0.1324144,0.0004310964,0.00003165762,0.00007288794,0.0001415366,0.0003189782,0.03112479],"genre_scores_gemma":[0.9631467,0.000324307,0.03245774,0.00005060172,0.00001033836,0.00002323209,0.00007841871,0.00002872822,0.003879934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9952363,"threshold_uncertainty_score":0.009471953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388645336271066,"score_gpt":0.2292767702225545,"score_spread":0.2153903168598438,"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."}}