{"id":"W2184653720","doi":"10.1149/ma2011-01/15/1110","title":"Corrosion Behavior of CrSiN/301 Stainless Steel System","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Corrosion; Metallurgy; Materials science; Forensic engineering; Engineering","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":[0.000165804,0.000221668,0.0002591192,0.0002537063,0.0003086131,0.0001882445,0.0002953263,0.0003646622,0.004023284],"category_scores_gemma":[0.0002924808,0.0001023209,0.0001862284,0.0001796504,0.000103603,0.0001730423,0.0001064274,0.0001870658,0.001002003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004266593,"about_ca_system_score_gemma":0.0002650847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005758278,"about_ca_topic_score_gemma":0.009011278,"domain_scores_codex":[0.9997603,0.00002341116,0.00001300836,0.00003798398,0.0001189276,0.00004634442],"domain_scores_gemma":[0.9997622,0.00001654189,0.00001698616,0.00001597103,0.0001711402,0.00001712229],"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":[0.0009717632,0.00006693237,0.003526532,0.0002176793,0.00002029619,0.0002884594,0.0001631215,0.001886825,0.9822983,0.0001761129,0.002489897,0.007894128],"study_design_scores_gemma":[0.00002722668,0.00196732,0.02687758,0.00001526518,0.00003944972,0.0002038726,0.0002529119,0.01203405,0.9526694,0.00004697418,0.005846332,0.00001960453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956982,0.0001960944,0.0004431729,0.00004224616,0.00001722627,0.00001352386,0.0004316042,0.00007959775,0.003078219],"genre_scores_gemma":[0.9933178,0.0001139121,0.0003920683,0.00001963713,0.000003603974,0.000005710269,0.0007384336,0.0000128946,0.005395933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005758278,"threshold_uncertainty_score":0.01345921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698745690040238,"score_gpt":0.2094395428043548,"score_spread":0.1824520859039524,"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."}}