{"id":"W2279014597","doi":"10.1007/s40195-016-0384-3","title":"Influence of Concentrations of KOH and Na2SiO3 Electrolytes on the Electrochemical Behavior of Ceramic Coatings on 6061 Al Alloy Processed by Plasma Electrolytic Oxidation","year":2016,"lang":"en","type":"article","venue":"Acta Metallurgica Sinica (English Letters)","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Plasma electrolytic oxidation; Materials science; Electrolyte; Alloy; Corrosion; Microstructure; Electrochemistry; Coating; Metallurgy; Ceramic; Chemical engineering; Electrode; Composite material; 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":[0.0002928916,0.0003945844,0.0004471228,0.0001948772,0.000254507,0.0005096375,0.0004062529,0.0005300804,0.001276996],"category_scores_gemma":[0.0009468198,0.0002995527,0.0003157826,0.0002417373,0.0003100829,0.0003726894,0.0002031593,0.0005077215,0.0002261688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002701369,"about_ca_system_score_gemma":0.0002792706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130403,"about_ca_topic_score_gemma":0.003956014,"domain_scores_codex":[0.9996479,0.00003863564,0.00004876858,0.00007688181,0.00009958036,0.00008820379],"domain_scores_gemma":[0.9992955,0.0003130973,0.0001005323,0.00004777472,0.0001881396,0.00005497893],"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":[0.001005602,0.00004213286,0.0006011766,0.0001578623,0.00002977927,0.0001547885,0.0001416111,0.0002514836,0.9937092,0.00005580021,0.00007397059,0.003776643],"study_design_scores_gemma":[0.00001862789,0.0003382101,0.0030379,0.000009470252,0.00003528424,0.00005997743,0.00008513625,0.0006788651,0.9952081,0.00002015254,0.0004985176,0.000009769958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972714,0.001216869,0.0005310599,0.00005284413,0.00006308291,0.00001115607,0.0001520757,0.00002450738,0.0006770684],"genre_scores_gemma":[0.9978569,0.0005906631,0.0007078918,0.00003858533,0.00001637429,0.000007692692,0.0001202467,0.0000117241,0.0006498874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002130403,"threshold_uncertainty_score":0.004271984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008147439635396221,"score_gpt":0.2275278740923331,"score_spread":0.2193804344569369,"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."}}