{"id":"W2595500193","doi":"10.1149/ma2017-01/15/955","title":"Some Extensions of the Galvele Approach to Localized Corrosion, Including the Effect of Cation Complexation","year":2017,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry; Limiting current; Dissolution; Current density; Nernst equation; Thermodynamics; Metal; Limiting; Anode; Corrosion; Chloride; Ion; Electrochemistry; Inorganic chemistry; Analytical Chemistry (journal); 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":[0.0009634295,0.001395682,0.001565864,0.0009415833,0.0007654261,0.001435749,0.003759355,0.003016877,0.002694047],"category_scores_gemma":[0.002100776,0.0009000268,0.002058202,0.0006369642,0.00196378,0.003991053,0.00163746,0.003634179,0.0009987872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166471,"about_ca_system_score_gemma":0.0006948035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003322094,"about_ca_topic_score_gemma":0.001821213,"domain_scores_codex":[0.9995889,0.0001263079,0.00002283511,0.0001049724,0.0001119344,0.00004503583],"domain_scores_gemma":[0.9993733,0.0003076293,0.00006405632,0.0001014675,0.0001205934,0.00003296425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008173042,0.0001293616,0.0008693987,0.0007011796,0.00006613034,0.0007938085,0.0007907246,0.2300335,0.02447104,0.6829596,0.002766995,0.05633657],"study_design_scores_gemma":[0.00002813685,0.0001384456,0.0003051168,0.00004933633,0.00002088167,0.0004838589,0.00006849671,0.6872246,0.005632401,0.279248,0.02670055,0.0001001377],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009389831,0.004356864,0.9713811,0.002696,0.0003969113,0.00008104218,0.0001061054,0.0001857474,0.01140639],"genre_scores_gemma":[0.3978112,0.01617964,0.5388972,0.002645717,0.001573948,0.0006373457,0.0001875534,0.0004300197,0.0416373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003759355,"threshold_uncertainty_score":0.009012461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04205998843813097,"score_gpt":0.3012592388765037,"score_spread":0.2591992504383727,"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."}}