{"id":"W2114624644","doi":"10.1002/sia.2038","title":"XPS imaging investigations of pitting corrosion mechanisms in Inconel 600","year":2005,"lang":"en","type":"article","venue":"Surface and Interface Analysis","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Power Generation; Western University","funders":"","keywords":"Inconel; X-ray photoelectron spectroscopy; Corrosion; Metallurgy; Pitting corrosion; Chromium; Nickel; Anode; Oxide; Alloy; Materials science; Chemistry; Chemical engineering; Electrode; 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":[0.0005736902,0.0001447292,0.0003502706,0.0002754543,0.00007832982,0.00005656896,0.0001742679,0.00005080537,0.0002858159],"category_scores_gemma":[0.00004413398,0.0001351775,0.00008088741,0.0007508462,0.0001005587,0.000467266,0.0000922017,0.0001311555,0.00001737713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006812378,"about_ca_system_score_gemma":0.00003456166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005630798,"about_ca_topic_score_gemma":0.0008412544,"domain_scores_codex":[0.998754,0.00008562482,0.0004100339,0.0003196573,0.0001703486,0.0002603343],"domain_scores_gemma":[0.9994147,0.00005345777,0.0001696118,0.0002328225,0.00006661441,0.00006282267],"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":[0.000009444701,0.00003567755,0.01476419,0.000008787001,0.00001507988,4.580414e-7,0.0005010685,0.001922837,0.9812676,0.001223234,0.00006670605,0.0001849273],"study_design_scores_gemma":[0.0001252326,0.00004964209,0.001029447,0.0000455253,0.0001216028,9.50108e-7,0.0004048468,0.01657338,0.9801337,0.001257168,0.0001181661,0.0001403214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582803,0.0006274747,0.03961563,0.0007237551,0.0000239075,0.00009461205,0.000007400535,0.00007576809,0.0005511895],"genre_scores_gemma":[0.9734911,0.0001397948,0.02601479,0.0001595494,0.000009503153,0.000004370669,0.000004668673,0.00001059366,0.0001655856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01521088,"threshold_uncertainty_score":0.5512378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009331203926130795,"score_gpt":0.2785689631013533,"score_spread":0.2692377591752225,"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."}}