{"id":"W2725396593","doi":"10.1149/ma2017-02/9/682","title":"Pourbaix Diagrams As a Root for the Simulation of Polarization Curves for Corroding Metal Surfaces","year":2017,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pourbaix diagram; Tafel equation; Polarization (electrochemistry); Corrosion; Metal; Thermodynamics; Chemistry; Materials science; Metallurgy; Electrochemistry; Physical chemistry; Physics; Electrode","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":[0.0006314525,0.0007742536,0.0006791134,0.0006494094,0.0005358784,0.001155488,0.001092174,0.001440872,0.008712439],"category_scores_gemma":[0.002213653,0.0004028912,0.0007661449,0.0005194026,0.0004125434,0.001098558,0.0007612399,0.001500942,0.001022105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005888293,"about_ca_system_score_gemma":0.0006928893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001759186,"about_ca_topic_score_gemma":0.001405068,"domain_scores_codex":[0.9997179,0.00006589211,0.00001769949,0.00003992455,0.0001243325,0.00003415567],"domain_scores_gemma":[0.9989692,0.0007450017,0.00004945538,0.00006952332,0.0001274999,0.0000393455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003270543,0.0002489287,0.002658442,0.0007189448,0.00006289241,0.0003693126,0.0006737408,0.8439293,0.05689163,0.05068994,0.004012603,0.0394173],"study_design_scores_gemma":[0.00002664315,0.00005001688,0.0001638905,0.00002560014,0.000009146853,0.00004253367,0.00002973219,0.9603266,0.01909049,0.006255098,0.01396117,0.00001907282],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1077833,0.0005785503,0.8658833,0.0004052888,0.0002643522,0.0001755608,0.001539018,0.01128693,0.01208372],"genre_scores_gemma":[0.5885968,0.0009659513,0.3944185,0.0001843596,0.00004555776,0.0006973233,0.001861696,0.002646237,0.01058365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008712439,"threshold_uncertainty_score":0.02914602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907499652630716,"score_gpt":0.3266255818059903,"score_spread":0.2975505852796831,"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."}}