{"id":"W2333807554","doi":"10.1016/j.jallcom.2016.03.222","title":"The influence of cyclic voltammetry passivation on the electrochemical behavior of fine and coarse-grained AISI 430 ferritic stainless steel in an alkaline solution","year":2016,"lang":"en","type":"article","venue":"Journal of Alloys and Compounds","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Passivation; Materials science; Cyclic voltammetry; Corrosion; Electrochemistry; Metallurgy; Grain size; Electrode; Composite material; Chemistry; Physical chemistry","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":[0.0002151789,0.0002721271,0.0002363834,0.0001612475,0.0001585548,0.0002828721,0.0004254504,0.0005888113,0.001476018],"category_scores_gemma":[0.0007742395,0.0001794,0.0001867252,0.0002128878,0.0002684196,0.0002253287,0.0001039129,0.0004784954,0.0002090578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178605,"about_ca_system_score_gemma":0.0002032722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001468543,"about_ca_topic_score_gemma":0.002821149,"domain_scores_codex":[0.9997676,0.00003131647,0.00001944729,0.00004187355,0.0000888969,0.00005082176],"domain_scores_gemma":[0.9995649,0.0001857803,0.00003972563,0.00005709019,0.000122075,0.00003046692],"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":[0.0003707632,0.00002766409,0.0004486614,0.0000567166,0.00001355084,0.00008374987,0.00009502547,0.0001764291,0.9934549,0.00007877137,0.00008294974,0.005110824],"study_design_scores_gemma":[0.000008860422,0.0003276687,0.004729406,0.000005403245,0.00001488378,0.00009523298,0.00009383865,0.001565609,0.9922612,0.00004255469,0.0008478966,0.000007420371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969193,0.0007335102,0.001186474,0.00008449856,0.00004462394,0.000008403386,0.0001607013,0.00004230159,0.0008202087],"genre_scores_gemma":[0.9978229,0.0002742925,0.0008052428,0.0000382069,0.000008046205,0.000006174425,0.0001544107,0.000007504761,0.0008832243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001476018,"threshold_uncertainty_score":0.004937768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567509618712044,"score_gpt":0.2667548835847152,"score_spread":0.2510797873975947,"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."}}