{"id":"W2334368986","doi":"10.1021/ac3022955","title":"Influence of Edge Effects on Local Corrosion Rate of Magnesium Alloy/Mild Steel Galvanic Couple","year":2012,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University","funders":"","keywords":"Chemistry; Galvanic cell; Magnesium; Corrosion; Metallurgy; Galvanic corrosion; Alloy; Enhanced Data Rates for GSM Evolution; Magnesium alloy; Physical chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003343951,0.0001566464,0.0002863297,0.0000239945,0.00003988238,0.000009954834,0.0001765231,0.00014062,0.0006393978],"category_scores_gemma":[0.0001513814,0.0001358337,0.00009881701,0.0001563011,0.0002086709,0.0001490497,0.0000879976,0.0001346632,0.0001070017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005600915,"about_ca_system_score_gemma":0.00003649776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001891962,"about_ca_topic_score_gemma":5.248447e-7,"domain_scores_codex":[0.9987726,0.00003664595,0.0003621891,0.0002294487,0.0002949237,0.0003042126],"domain_scores_gemma":[0.999034,0.0001801527,0.0001418134,0.0003414382,0.0001237212,0.0001788274],"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":[0.00009528076,0.000222971,0.002599699,0.0003012798,4.590653e-7,0.000001861676,0.00002129801,0.0001808852,0.9960591,0.00008061648,0.0003811548,0.00005536375],"study_design_scores_gemma":[0.0003530988,0.0001118963,0.009262281,0.0001234052,0.00006117446,0.000003345668,0.00002263717,0.0006090839,0.9892268,0.00002004055,0.00006637353,0.000139842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987608,0.00004287856,0.0002896769,0.00003060376,0.00008622657,0.00009037889,0.00001942385,0.00002715989,0.0006528582],"genre_scores_gemma":[0.9994289,0.000004900258,0.00002672525,0.00009745436,0.00007413036,0.000007705439,0.0000137076,0.00001250238,0.0003340199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006832308,"threshold_uncertainty_score":0.7000958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200749865353549,"score_gpt":0.257319248318444,"score_spread":0.2453117496649086,"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."}}