{"id":"W2047198357","doi":"10.1149/1.3114954","title":"The Influence of Galvanic Coupling on Corrosion of Carbon Steel Coupled with Stainless Steels for Use in Concrete Structures","year":2009,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Galvanic cell; Galvanic corrosion; Metallurgy; Carbon steel; Corrosion; Carbon fibers; Coupling (piping); Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004244031,0.0003367203,0.0002249562,0.0002534829,0.0001951031,0.0003839135,0.0002846012,0.0004161604,0.0009608512],"category_scores_gemma":[0.001158954,0.0001896803,0.0003180484,0.000164267,0.0002755257,0.0002252077,0.00019619,0.0003005791,0.0002434361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004163676,"about_ca_system_score_gemma":0.0002442473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002579584,"about_ca_topic_score_gemma":0.004434858,"domain_scores_codex":[0.9995407,0.000104222,0.00003083525,0.00004462261,0.0002115454,0.00006808373],"domain_scores_gemma":[0.9992574,0.0002394607,0.0001243145,0.00004167296,0.0002808988,0.00005626201],"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":[0.0004636415,0.00004690555,0.001456612,0.00009234123,0.00002392988,0.0001188727,0.00007974658,0.0008538291,0.9934852,0.00004126354,0.00004542878,0.003292315],"study_design_scores_gemma":[0.00001142372,0.001572722,0.01012478,0.000009033816,0.00003622608,0.0001212877,0.00007900522,0.001744999,0.9858482,0.0000148996,0.0004283807,0.000009104157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987418,0.0003396226,0.0003348738,0.00001508291,0.000008188513,0.00001048544,0.00001974505,0.000008369308,0.0005216989],"genre_scores_gemma":[0.9989709,0.0001579428,0.0003862526,0.00001104806,0.000002680673,0.000003324479,0.00003359761,0.000006805437,0.0004273657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002579584,"threshold_uncertainty_score":0.005129099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119565481025079,"score_gpt":0.2253164258012569,"score_spread":0.213359877698749,"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."}}