{"id":"W2212648882","doi":"","title":"Orthographic Deck Wear Surface System Selection - Lions Gate Bridge North Approach Viaduct, Vancouver BC","year":2013,"lang":"en","type":"article","venue":"2013 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: BETTER - FASTER - SAFER","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deck; Orthotropic material; Asphalt; Bridge (graph theory); Bridge deck; Asphalt concrete; Road surface; Structural engineering; Engineering; Forensic engineering; Civil engineering; Materials science; Composite material; Finite element method","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":[0.0005489693,0.0006289111,0.0004034273,0.001900471,0.001204721,0.001713207,0.0005817464,0.000328703,0.01480641],"category_scores_gemma":[0.0009216198,0.0002299717,0.0004292862,0.001591126,0.0002906853,0.0002934819,0.0005444569,0.0002676527,0.00148249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006007441,"about_ca_system_score_gemma":0.005125212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3254648,"about_ca_topic_score_gemma":0.7194502,"domain_scores_codex":[0.9991143,0.0000782373,0.00002993078,0.00007995436,0.0005605979,0.0001369286],"domain_scores_gemma":[0.9994144,0.00004448013,0.00002789405,0.00001719283,0.0004316772,0.00006441611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001327935,0.0006614845,0.2188048,0.0009172799,0.0001558141,0.001971911,0.002463217,0.05514023,0.09164741,0.003590635,0.01267887,0.6106404],"study_design_scores_gemma":[0.0001865356,0.004196452,0.7145982,0.0003347844,0.0002023502,0.0009302357,0.023361,0.08578067,0.06658916,0.001969975,0.1016436,0.0002070224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260838,0.0002650976,0.006849292,0.00008443272,0.00001582277,0.001123198,0.001792549,0.0001375455,0.06364825],"genre_scores_gemma":[0.8985738,0.0003338417,0.02892043,0.00003963659,0.000003873548,0.0003614607,0.002655857,0.00006429979,0.06904688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6745352,"threshold_uncertainty_score":0.6471407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00823200856602945,"score_gpt":0.1749705160453213,"score_spread":0.1667385074792919,"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."}}