{"id":"W2521725111","doi":"","title":"Performance of concrete bridge deck sealers","year":2015,"lang":"en","type":"dissertation","venue":"W. S. Hoole Special Collections Library Manuscript Collections","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alabama Department of Transportation; U.S. Department of Transportation","keywords":"Bridge deck; Structural engineering; Bridge (graph theory); Engineering; Forensic engineering; Deck; Materials science; Geotechnical engineering; Medicine","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":[0.001421852,0.0006064987,0.0004522488,0.0005503238,0.0003336889,0.000545632,0.0004690879,0.0004923252,0.001598284],"category_scores_gemma":[0.002264447,0.0002700978,0.0003127201,0.0003147616,0.0002853272,0.0007373973,0.0005423467,0.0002321393,0.0007013282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000473689,"about_ca_system_score_gemma":0.0003611443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903982,"about_ca_topic_score_gemma":0.004424709,"domain_scores_codex":[0.9978533,0.0002330732,0.0001909465,0.0002816347,0.001325338,0.0001155703],"domain_scores_gemma":[0.9982685,0.000225443,0.0003650493,0.0001670516,0.0008767507,0.00009715473],"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":[0.0007515035,0.00009871554,0.0145835,0.0002184076,0.00003681575,0.0001167958,0.0003600243,0.001547672,0.9554546,0.00006365609,0.0001062896,0.02666198],"study_design_scores_gemma":[0.00001508157,0.004384562,0.04223719,0.00002044386,0.00005565751,0.0003386153,0.0001914971,0.001932058,0.9488208,0.00001961744,0.001955515,0.000028956],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973651,0.0003849682,0.001495298,0.000009784467,0.000007054414,0.0000301507,0.00006408142,0.00004255573,0.0006009768],"genre_scores_gemma":[0.9932989,0.000235862,0.004135015,0.00001323084,0.00000377636,0.00001189683,0.0002114356,0.00002699472,0.002062815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001903982,"threshold_uncertainty_score":0.007519543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624757287587246,"score_gpt":0.2216563466934092,"score_spread":0.2054087738175367,"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."}}