{"id":"W4302022894","doi":"10.1149/1945-7111/ac97c8","title":"Corrosion Behavior of Cu in Accelerated Hydrogen Peroxide-Based Disinfectants","year":2022,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Corrosion; Hydrogen peroxide; Passivation; X-ray photoelectron spectroscopy; Ion; Chemistry; Materials science; Biocide; Nuclear chemistry; Metallurgy; Inorganic chemistry; Chemical engineering; Composite material; Organic 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":[0.0003542895,0.00008313616,0.0002143108,0.0000310784,0.0001249838,0.000003898639,0.0002297681,0.0001073255,0.0008417803],"category_scores_gemma":[0.000120685,0.00005774781,0.0002864611,0.0003768477,0.00008702864,0.00003769949,0.00007752211,0.0006077921,0.000002143227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671575,"about_ca_system_score_gemma":0.0001459775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008263155,"about_ca_topic_score_gemma":0.000002090356,"domain_scores_codex":[0.9990031,0.0002041596,0.000412691,0.00009009767,0.000119007,0.0001709099],"domain_scores_gemma":[0.9993759,0.00007495535,0.0003439607,0.0001023785,0.00007983055,0.00002295239],"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":[0.0001582196,0.0003622994,0.01065282,0.000008394904,0.00001708604,6.530753e-7,0.0001380216,0.00001193252,0.9877607,0.00001042116,0.0006636978,0.000215795],"study_design_scores_gemma":[0.001692841,0.0002204994,0.009512445,0.00002352987,0.00005480291,0.00007940589,0.0001271465,0.00006829872,0.986988,0.00005929574,0.001103614,0.00007012859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997995,0.0003899215,0.0007995392,0.000337694,0.0003134225,0.0001115105,0.000004412573,0.000007008628,0.00004150584],"genre_scores_gemma":[0.9993517,0.00002042244,0.00003456626,0.00047168,0.00001674708,0.000006856508,0.00001493098,0.000007052337,0.00007608367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001534621,"threshold_uncertainty_score":0.9216903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230029175235621,"score_gpt":0.2523145335400704,"score_spread":0.2400142417877142,"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."}}