{"id":"W6999972379","doi":"","title":"Durability design of HPC bridge decks with lightweight aggregate and admixtures","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Durability; Service life; Rebar; Bridge (graph theory); Shrinkage; Aggregate (composite); Cracking","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":[0.0002030594,0.0002430309,0.000244938,0.0003574621,0.0001251576,0.0002820419,0.0004300599,0.0002623561,0.0008998364],"category_scores_gemma":[0.0002445271,0.0001723701,0.000184406,0.0001082024,0.0001832823,0.0001956413,0.0002351818,0.0001532158,0.0002251202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561626,"about_ca_system_score_gemma":0.0002849265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010903,"about_ca_topic_score_gemma":0.001595801,"domain_scores_codex":[0.999868,0.0000168518,0.000006483269,0.00002513026,0.00005986836,0.00002366409],"domain_scores_gemma":[0.9998642,0.00001738139,0.0000291413,0.00001328475,0.00005110796,0.00002487771],"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":[0.0004398993,0.0002054704,0.00640943,0.0001720945,0.00003039928,0.0003784461,0.00007403689,0.3204555,0.6292545,0.002151829,0.0003447014,0.04008371],"study_design_scores_gemma":[0.00005989396,0.00158652,0.01375789,0.00001826995,0.00006031537,0.0003393949,0.0001050715,0.6881142,0.2918714,0.001030599,0.003028782,0.00002761402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532346,0.0001401021,0.04230123,0.00002506474,0.00001215235,0.00003094758,0.00005609721,0.00009947543,0.004100394],"genre_scores_gemma":[0.9956697,0.00004037558,0.002982659,0.000004900955,0.000002181445,0.00001066804,0.00002975261,0.00000949958,0.001250324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001010903,"threshold_uncertainty_score":0.003010213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914992502718554,"score_gpt":0.2075894396435582,"score_spread":0.1784395146163727,"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."}}