{"id":"W2567062941","doi":"10.1149/2.0151603jes","title":"On the Evolution of Cathodic Activity during Corrosion of Magnesium Alloy AZ31B in a Dilute NaCl Solution","year":2015,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cathodic protection; Protein filament; Corrosion; Alloy; Electrochemistry; Materials science; Magnesium alloy; Polarization (electrochemistry); Magnesium; Anode; Metallurgy; Electrode; Kelvin probe force microscope; Zinc; Metal; Inorganic chemistry; Chemical engineering; Chemistry; Composite material; Atomic force microscopy; Nanotechnology; Physical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009422562,0.00009922932,0.00020863,0.00001814519,0.00009522147,0.00001199864,0.0004346591,0.00008823962,0.00002195065],"category_scores_gemma":[0.0002230321,0.000053892,0.0002156407,0.0002592177,0.0001509595,0.0001034496,0.000110451,0.0003029304,0.000001819781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004566165,"about_ca_system_score_gemma":0.0001855028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001209384,"about_ca_topic_score_gemma":0.00001045252,"domain_scores_codex":[0.9987241,0.0001294168,0.0003737137,0.000116421,0.000446776,0.0002095968],"domain_scores_gemma":[0.9988782,0.000092683,0.0005501898,0.0002306417,0.0001937503,0.00005457343],"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":[0.0001653227,0.0001628373,0.0003132144,0.00003435076,0.000002083156,1.238322e-7,0.0003492369,0.0000358371,0.9983575,0.0002570687,0.0003080811,0.00001438909],"study_design_scores_gemma":[0.0004073732,0.0001409866,0.002889237,0.00004281746,0.00002678672,0.00001913501,0.0001761974,0.0006629677,0.9943465,0.00120373,0.00002225466,0.00006203351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950781,0.0001882021,0.002089552,0.00231725,0.0001000219,0.00015099,0.000002251033,0.000005591999,0.00006805606],"genre_scores_gemma":[0.9991438,0.00001403762,0.0006274991,0.00004314944,0.00007626251,0.000007293671,2.093571e-7,0.000007422224,0.00008035798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004065683,"threshold_uncertainty_score":0.2197652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422365020273993,"score_gpt":0.2277290340879493,"score_spread":0.2135053838852094,"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."}}