{"id":"W608535412","doi":"","title":"Wearing Surfaces: An Experimental Study for an Orthotropic Steel Deck","year":2012,"lang":"en","type":"article","venue":"Transportation Research Board 91st Annual MeetingTransportation Research Board","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deck; Orthotropic material; Truck; Snow; Durability; Cracking; Abrasion (mechanical); Slab; Environmental science; Structural engineering; Geotechnical engineering; Forensic engineering; Materials science; Geology; Composite material; Engineering","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":[0.001269412,0.001170071,0.0006861812,0.0007169255,0.001159625,0.0008245112,0.001104627,0.001280755,0.00691059],"category_scores_gemma":[0.002752637,0.0005038028,0.001076233,0.0003715577,0.0007820905,0.001097364,0.0009263646,0.001552511,0.001269853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003244581,"about_ca_system_score_gemma":0.0005947577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723441,"about_ca_topic_score_gemma":0.003289535,"domain_scores_codex":[0.9988492,0.0001343528,0.0000891716,0.0002775636,0.0004165031,0.0002332063],"domain_scores_gemma":[0.9977375,0.0005728056,0.0001813858,0.0004115885,0.0006829823,0.0004137092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01292474,0.1243285,0.01998602,0.0009053673,0.0001486073,0.001295324,0.003956506,0.004067972,0.7760035,0.001681555,0.001787907,0.05291401],"study_design_scores_gemma":[0.001438116,0.5283081,0.1198564,0.0003144298,0.0005326956,0.001180093,0.01282342,0.02672009,0.2924482,0.001711557,0.01437427,0.0002926448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972923,0.00004657363,0.001235303,0.00002337101,0.00006546916,0.0002420243,0.0001018299,0.00001688867,0.0009761251],"genre_scores_gemma":[0.9812829,0.0002200562,0.009464632,0.00010149,0.00003598601,0.0004293213,0.0003549827,0.0000576278,0.008052898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00691059,"threshold_uncertainty_score":0.02311826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1261068044567023,"score_gpt":0.4063787220576128,"score_spread":0.2802719176009105,"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."}}