{"id":"W632759356","doi":"","title":"Tama County's Steel Free Bridge Deck","year":2005,"lang":"en","type":"article","venue":"The 2005 Mid-Continent Transportation Research SymposiumIowa Department of TransportationIowa State University, AmesMidwest Transportation Consortium","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deck; Slab; Girder; Structural engineering; Durability; Reinforcement; Bridge (graph theory); Bridge deck; Engineering; Fibre-reinforced plastic; Forensic engineering; Geotechnical engineering; Materials science; Composite material","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":[0.0001321289,0.0003900814,0.0001503257,0.0006860697,0.001959183,0.0006747687,0.0006053304,0.0004406603,0.02375925],"category_scores_gemma":[0.00022944,0.000231361,0.0001994376,0.0003667736,0.0002772538,0.000276474,0.0009935631,0.0005437909,0.003472293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116507,"about_ca_system_score_gemma":0.002759754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06616604,"about_ca_topic_score_gemma":0.2957659,"domain_scores_codex":[0.9998516,0.000007996755,0.000004664083,0.00003371753,0.00006377871,0.00003828889],"domain_scores_gemma":[0.9997502,0.000008156045,0.00001039262,0.00001844472,0.000140905,0.00007200359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009776286,0.001780458,0.1322164,0.0004543786,0.00009361362,0.005645438,0.004035618,0.004269027,0.1619311,0.0122502,0.2188697,0.4574764],"study_design_scores_gemma":[0.00013125,0.00133388,0.2316365,0.0001583573,0.00008863407,0.002137407,0.004575293,0.004783206,0.02226328,0.000583748,0.7322177,0.00009068623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7650132,0.0002509539,0.006450817,0.0007923898,0.0003926962,0.0003994346,0.002362523,0.001276445,0.2230615],"genre_scores_gemma":[0.7747818,0.0002940511,0.01890582,0.0003720378,0.00004593818,0.0002290793,0.003305996,0.0001593276,0.2019059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06616604,"threshold_uncertainty_score":0.1315618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057892717018752,"score_gpt":0.253840204313898,"score_spread":0.2332612771437104,"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."}}