{"id":"W7132453859","doi":"","title":"Galvanic corrosion assessment of ASTM A1010 bridge steel and bolts and effect of temperature and acidity","year":2018,"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":"Corrosion; Galvanization; Galvanic cell; Galvanic corrosion; Weathering steel; Atmosphere (unit)","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":[0.0005894197,0.0007232619,0.0004440243,0.0006029282,0.0002450936,0.0005679904,0.0003950784,0.0006626724,0.0009940123],"category_scores_gemma":[0.0008642607,0.0002046868,0.0007660388,0.0004829528,0.0002584429,0.0004700793,0.0003242135,0.0004767617,0.0003922209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003873773,"about_ca_system_score_gemma":0.0001713595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312154,"about_ca_topic_score_gemma":0.002972608,"domain_scores_codex":[0.998845,0.0001783546,0.00008687686,0.0001458743,0.0006551149,0.00008869053],"domain_scores_gemma":[0.9993733,0.00008773548,0.0001385433,0.00006126898,0.0003020555,0.00003720861],"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":[0.0002672691,0.00004151774,0.006018853,0.000187941,0.00005694667,0.000159471,0.0001198957,0.00119061,0.9849625,0.0000469877,0.00008640086,0.006861602],"study_design_scores_gemma":[0.00001099446,0.00370228,0.05194104,0.00002665195,0.0001148631,0.0005535991,0.000322465,0.002932183,0.9374961,0.00006293222,0.002803957,0.0000330261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944969,0.001331342,0.002427146,0.00003890035,0.00004294284,0.00002671735,0.0001388752,0.00003815764,0.001459097],"genre_scores_gemma":[0.9936185,0.0008047445,0.002876254,0.00003151672,0.00001177412,0.00001506143,0.000335566,0.00002178826,0.002284828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001312154,"threshold_uncertainty_score":0.003325343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006836310968263127,"score_gpt":0.2464691653846281,"score_spread":0.239632854416365,"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."}}