{"id":"W4285013374","doi":"10.5006/4083","title":"Passivity Breakdown of Copper in Borate Buffer Solutions Containing Cl−, SO42−, and NO3−","year":2022,"lang":"en","type":"article","venue":"CORROSION","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Copper; Passivity; Corrosion; Dielectric spectroscopy; Materials science; Scanning electron microscope; Erosion corrosion of copper water tubes; Electrochemistry; Metallurgy; Copper oxide; Adsorption; Oxide; Polarization (electrochemistry); Raman spectroscopy; Inorganic chemistry; Chemistry; Electrode; Composite material","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":[0.0004188812,0.0006373741,0.0004222095,0.0002032161,0.000133462,0.0003368842,0.0003322202,0.000440896,0.0008143779],"category_scores_gemma":[0.0006958867,0.0003838147,0.0002223555,0.0001680482,0.000236245,0.0002910552,0.0002383158,0.0004601539,0.0001863855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003135531,"about_ca_system_score_gemma":0.0002144178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786344,"about_ca_topic_score_gemma":0.001420244,"domain_scores_codex":[0.9996064,0.00008075203,0.00003401368,0.00007623752,0.0001133585,0.00008933791],"domain_scores_gemma":[0.9997067,0.000064894,0.00008349006,0.00002054114,0.00008670638,0.00003750272],"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":[0.0001025754,0.000005317733,0.0001244946,0.00004338492,0.000007352685,0.00004207453,0.00003830525,0.00002803274,0.9989679,0.00001690104,0.00001934014,0.0006043867],"study_design_scores_gemma":[0.000007686439,0.0002460119,0.001779946,0.000007420582,0.00001148584,0.00008062225,0.00004040077,0.0004129014,0.9969012,0.00002040895,0.0004876967,0.000004258641],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954565,0.001333981,0.002190465,0.00006767789,0.00002461593,0.00002638247,0.0001105277,0.0000496481,0.0007403531],"genre_scores_gemma":[0.9955404,0.000789986,0.001928241,0.00005093098,0.00001140763,0.00002620258,0.000179014,0.0000168193,0.001456988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001786344,"threshold_uncertainty_score":0.0035519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558458089094063,"score_gpt":0.2530617185585886,"score_spread":0.2274771376676479,"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."}}