{"id":"W7001856499","doi":"","title":"Long-life high performance concrete bridge decks","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Durability; Service life; Rebar; Bridge (graph theory); Cracking; Shrinkage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002718992,0.0003246215,0.0002498859,0.0002911277,0.0002249423,0.0002351984,0.0003850413,0.000307856,0.001375641],"category_scores_gemma":[0.0002512014,0.000140405,0.0001681997,0.0001512228,0.0001882851,0.0003251226,0.0003000328,0.0002476344,0.0006442039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980318,"about_ca_system_score_gemma":0.0002672267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000759037,"about_ca_topic_score_gemma":0.00296328,"domain_scores_codex":[0.9998029,0.0000152099,0.000009347897,0.00002703181,0.0001131944,0.00003239439],"domain_scores_gemma":[0.9997864,0.00001746281,0.00004084352,0.00002442874,0.00007739185,0.00005349337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004586459,0.0004124455,0.03196859,0.0002143286,0.00003098718,0.0004527834,0.0001034575,0.04295001,0.8736874,0.0003662099,0.0007261284,0.04862892],"study_design_scores_gemma":[0.00007695678,0.004954872,0.1327843,0.00002634186,0.00005155539,0.0008151743,0.0001735806,0.06218745,0.7918552,0.0003578858,0.006671122,0.0000455746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943726,0.00007618674,0.004350879,0.00001251274,0.00000654791,0.00002055374,0.0001065403,0.0001427212,0.0009114185],"genre_scores_gemma":[0.9959362,0.00005390244,0.002122339,0.000008327464,0.000002398074,0.00001104329,0.0002334681,0.00001220984,0.001620122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001375641,"threshold_uncertainty_score":0.004602015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727867810439375,"score_gpt":0.2188841169362343,"score_spread":0.2016054388318405,"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."}}