{"id":"W1989713224","doi":"10.1016/j.electacta.2013.10.079","title":"Mechanism of electrochemical corrosion of carbon steel under deoxygenated water drop and sand deposit","year":2013,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Canada Research Chairs","keywords":"Corrosion; Materials science; Metallurgy; Dielectric spectroscopy; Carbon steel; Dissolution; Electrochemistry; Passivation; Galvanic cell; Hydroxide; Galvanic corrosion; Anode; Electrode; Chemical engineering; Composite material; Layer (electronics); Inorganic chemistry; Chemistry","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":[0.00009768327,0.0002384132,0.000206656,0.0002054335,0.0001886398,0.0002096877,0.0006068019,0.0004000343,0.001505346],"category_scores_gemma":[0.0001257986,0.0001283931,0.0002191276,0.00009844538,0.0002787859,0.0001915801,0.0001025089,0.0002548475,0.0002534824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004249346,"about_ca_system_score_gemma":0.0002205199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562088,"about_ca_topic_score_gemma":0.003130107,"domain_scores_codex":[0.9999145,0.000006217784,0.00000376085,0.00001506133,0.0000372844,0.00002308637],"domain_scores_gemma":[0.999941,0.00001081026,0.000009166662,0.000006752849,0.00002368418,0.000008504182],"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":[0.0002905472,0.00002716665,0.0009781109,0.0001140719,0.0000158757,0.0003339263,0.00005189915,0.0005489487,0.9937208,0.0008077744,0.0002243715,0.002886493],"study_design_scores_gemma":[0.00001717069,0.0001685407,0.005360746,0.000003774677,0.00001356656,0.000185532,0.00006161738,0.005712841,0.9873438,0.0001537227,0.0009697581,0.000008999983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951833,0.0006778829,0.001646428,0.0001049162,0.00003418952,0.0000249755,0.0001998904,0.00007086674,0.00205762],"genre_scores_gemma":[0.9977348,0.0001903463,0.0004793343,0.00001058572,0.000003385295,0.000003761316,0.00008579635,0.000002034592,0.001490108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003562088,"threshold_uncertainty_score":0.007082701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006969255946024337,"score_gpt":0.2074039315694789,"score_spread":0.2004346756234546,"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."}}