{"id":"W4285399867","doi":"10.1149/ma2022-01391790mtgabs","title":"(Invited) Membrane Coated Electrocatalysts for Selective and Stable Oxygen Evolution in Seawater","year":2022,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrolysis; Seawater; Oxygen evolution; Electrocatalyst; Overlayer; Electrolysis of water; Inorganic chemistry; Hydrogen production; Chloride; Catalysis; Chemistry; Chemical engineering; Chlorine; Anode; Water splitting; Oxide; Electrochemistry; Electrode; Electrolyte; Organic chemistry; Geology; Photocatalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001573668,0.0005300043,0.0002488578,0.0003669698,0.0002346478,0.0006131674,0.0006192104,0.001277265,0.02295829],"category_scores_gemma":[0.0001668693,0.0002269888,0.0002826793,0.0002971111,0.0002379863,0.0008679181,0.000566692,0.0007682069,0.01259676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003570064,"about_ca_system_score_gemma":0.0001785699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004263062,"about_ca_topic_score_gemma":0.001142825,"domain_scores_codex":[0.9997919,0.00001148242,0.000008680085,0.00005178103,0.0001008008,0.0000353248],"domain_scores_gemma":[0.9999237,0.000008786065,0.000008363949,0.000006916515,0.0000400097,0.00001215427],"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":[0.0002190731,0.00006601692,0.0002135687,0.0007994851,0.00002860948,0.0005200662,0.00006404673,0.0005057609,0.8125552,0.003878859,0.0743825,0.1067668],"study_design_scores_gemma":[0.0000303692,0.000340879,0.001308542,0.0000558685,0.00002787702,0.0009100819,0.00006610346,0.003673255,0.585746,0.0008597989,0.4069215,0.00005981064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2404589,0.09647483,0.1037578,0.01441329,0.05752615,0.0005809661,0.003224831,0.008319258,0.475244],"genre_scores_gemma":[0.5155845,0.02789071,0.02421392,0.003974322,0.003305911,0.0001946864,0.001305692,0.0006543241,0.4228759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02295829,"threshold_uncertainty_score":0.07680309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006190911249159819,"score_gpt":0.1923445717386358,"score_spread":0.186153660489476,"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."}}