{"id":"W3186698096","doi":"10.1149/ma2021-01451823mtgabs","title":"Structure-Dependence of the Atomic-Scale Mechanisms of Pt Electrooxidation and Dissolution","year":2021,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dissolution; Platinum; Perchloric acid; Oxide; Density functional theory; Catalysis; Electrochemistry; Chemical physics; Chemistry; Atomic units; Cathode; Materials science; Inorganic chemistry; Chemical engineering; Electrode; Physical chemistry; Computational chemistry; Metallurgy","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":[0.0004050701,0.00009739152,0.0001620469,0.000026901,0.00008968249,0.00002640837,0.0001574073,0.00007581085,0.00004170892],"category_scores_gemma":[0.0001752152,0.00007692318,0.0000365255,0.0001334364,0.0000681159,0.0001056355,0.00006651414,0.0001233941,0.000001300794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003438944,"about_ca_system_score_gemma":0.0000866528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073446,"about_ca_topic_score_gemma":0.000149686,"domain_scores_codex":[0.9989483,0.00007982652,0.0002956927,0.0002172471,0.0002555472,0.0002034192],"domain_scores_gemma":[0.9992523,0.00006159589,0.000312623,0.0002350325,0.0001066067,0.00003183303],"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":[0.00001244259,0.00002097216,0.000267009,0.0000302313,0.000002680563,6.132657e-7,0.0000981264,0.00008606542,0.9982054,0.001204019,0.00002141947,0.00005097049],"study_design_scores_gemma":[0.00008203862,0.00004671918,0.01061759,0.00008307607,0.00001468005,0.00001450588,0.00004392277,0.0000745576,0.9717953,0.01713983,0.00001522871,0.00007255684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966372,0.000141764,0.0004778903,0.0001615506,0.0001156717,0.000104587,0.00001055604,0.00004893107,0.002301833],"genre_scores_gemma":[0.9912004,0.00002341811,0.008657608,0.00002676295,0.00002280193,0.000002416638,0.000003206116,0.00001002217,0.00005332773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02641016,"threshold_uncertainty_score":0.3136836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007113577533695563,"score_gpt":0.2436766084901244,"score_spread":0.2365630309564288,"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."}}