{"id":"W2789240892","doi":"10.1002/maco.201709942","title":"Corrosion resistance of chromium‐steel and stainless steel reinforcement in concrete","year":2018,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Corrosion; Metallurgy; Chromium; Reinforcement; Mortar; Service life; Alloy; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003522387,0.0003209423,0.0002945123,0.0003117542,0.0001713482,0.0002190019,0.0002852894,0.0003075486,0.0004909952],"category_scores_gemma":[0.000471408,0.0001735776,0.0002707622,0.0002013698,0.0001702708,0.0001325847,0.0001524632,0.0002069358,0.0002569408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003721165,"about_ca_system_score_gemma":0.0002577559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004038879,"about_ca_topic_score_gemma":0.006577366,"domain_scores_codex":[0.9994712,0.00007322642,0.00004323718,0.00007813683,0.0002601316,0.00007405936],"domain_scores_gemma":[0.9995647,0.00004639212,0.0001068894,0.0000300746,0.0002036705,0.00004827865],"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":[0.0001929919,0.00002050032,0.002571616,0.00006733731,0.00001769667,0.00006157177,0.00005813997,0.0007651263,0.9940847,0.00002646061,0.00001803896,0.002115985],"study_design_scores_gemma":[0.000008509447,0.001923154,0.02022195,0.00001372869,0.00004644226,0.0002321008,0.000112059,0.002566102,0.9740415,0.00001811471,0.0008029858,0.00001337186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985901,0.0005108478,0.0004710385,0.000005128457,0.000004510431,0.000006142129,0.00003369947,0.00001315353,0.0003652967],"genre_scores_gemma":[0.9984163,0.0002024336,0.0006276317,0.000003569861,0.000001157095,0.000002738423,0.00006432545,0.000004028743,0.0006776699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004038879,"threshold_uncertainty_score":0.008030713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00952798510463996,"score_gpt":0.2147095530960675,"score_spread":0.2051815679914275,"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."}}