{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002556207,0.0003144481,0.0004009182,0.0001422183,0.0001864358,0.00003939189,0.0001665532,0.0001640391,0.0003035534],"category_scores_gemma":[0.000004768879,0.0002954281,0.0001327417,0.0005418935,0.00005878277,0.0009355518,0.000002298065,0.0002448797,0.000005779631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002232808,"about_ca_system_score_gemma":0.0002329575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02479511,"about_ca_topic_score_gemma":0.4541883,"domain_scores_codex":[0.9972466,0.00009092143,0.00105477,0.0003055281,0.0009550597,0.0003470979],"domain_scores_gemma":[0.9983068,0.00005134506,0.0005962281,0.0002233417,0.0007058757,0.0001163781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000501612,0.0001124441,0.8434022,0.001273119,0.0004588368,0.000001028614,0.003671156,0.1232309,0.007154201,0.0006631783,0.01930599,0.0006767426],"study_design_scores_gemma":[0.0008726225,0.00003716476,0.9729415,0.0001513909,0.0001932434,4.552194e-7,0.0005249018,0.02196237,0.002467597,0.00004516931,0.000485614,0.0003179828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883989,0.00002626086,0.008956369,0.0005564998,0.0004930513,0.0008314426,0.0003153841,0.00009373492,0.0003283566],"genre_scores_gemma":[0.9979559,0.00006776811,0.0007117039,0.0001271389,0.0000543337,0.0000920847,0.000625925,0.00003899981,0.0003260986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4293932,"threshold_uncertainty_score":0.9999498,"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."}}