{"id":"W2061329357","doi":"10.1016/s1388-2481(01)00118-7","title":"A model of ionic current densities in the vicinity of a corroding disk-shaped region","year":2001,"lang":"en","type":"article","venue":"Electrochemistry Communications","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Current (fluid); Ionic bonding; Current density; Materials science; Chemistry; Mineralogy; Physics; Ion; Thermodynamics","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":[0.0001630565,0.0005516778,0.0008404288,0.000539583,0.0006315079,0.00127723,0.002880744,0.003083245,0.006382307],"category_scores_gemma":[0.0007093212,0.0003490543,0.0006687011,0.000590366,0.0009075584,0.001277326,0.0005172131,0.000622641,0.001552443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008764096,"about_ca_system_score_gemma":0.0006803228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007342635,"about_ca_topic_score_gemma":0.002883116,"domain_scores_codex":[0.9998764,0.00001975326,0.000004913712,0.00004057828,0.00002470943,0.00003367331],"domain_scores_gemma":[0.9996878,0.00009423871,0.00004273668,0.00003517905,0.00009064524,0.00004938944],"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":[0.000417077,0.0001144924,0.0009136745,0.000220143,0.00004019719,0.001099946,0.0001701705,0.8568217,0.04347502,0.09117965,0.00196701,0.003580936],"study_design_scores_gemma":[0.00005183807,0.00006283147,0.0003191217,0.000008871975,0.00001924003,0.0001441669,0.00004277829,0.9866198,0.003120991,0.008351549,0.001234436,0.00002431982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5308256,0.002861948,0.328765,0.003481086,0.0006289533,0.0001931523,0.002659893,0.001561356,0.1290231],"genre_scores_gemma":[0.9623187,0.0005617478,0.008626315,0.0001497128,0.00004876439,0.00008976914,0.0002823463,0.00006264637,0.02786005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007342635,"threshold_uncertainty_score":0.02135098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0952423715181812,"score_gpt":0.3221799827149348,"score_spread":0.2269376111967536,"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."}}