{"id":"W4285397612","doi":"10.1149/ma2022-01401804mtgabs","title":"Electrochemical Nitrate Reduction to Ammonia on Polycrystalline Copper Electrodes in Alkaline Solutions","year":2022,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Ammonia Synthesis and Nitrogen Reduction","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Ammonia; Chemistry; Inorganic chemistry; Nitrate; Electrochemistry; Ammonia production; Catalysis; Hydrogen; Hydroxylamine; Electrode; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005698085,0.0002279008,0.0002403891,0.000236739,0.0002800914,0.00002759269,0.0001695949,0.00008701262,0.00009554468],"category_scores_gemma":[0.0002608308,0.0002602944,0.00009271868,0.0005238158,0.00002139202,0.00007067337,0.00007298621,0.0007088915,0.00007091086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005132697,"about_ca_system_score_gemma":0.00005970646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003095721,"about_ca_topic_score_gemma":0.00001751396,"domain_scores_codex":[0.9979609,0.00006974857,0.0004760075,0.0004486029,0.0003703379,0.0006744632],"domain_scores_gemma":[0.9993591,0.00009668873,0.0001152954,0.0002330929,0.00004005748,0.0001557265],"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":[0.0001610299,0.0002060504,0.00002195591,0.000007498518,0.00001712232,0.000006111,0.000100113,0.1538185,0.8449823,0.00006348082,0.0004814329,0.0001343873],"study_design_scores_gemma":[0.000285415,0.0001345229,0.0003329367,0.00004193859,0.00001703916,0.00008362366,0.0001916189,0.003434174,0.9933137,0.0001062595,0.001770051,0.0002887277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936998,0.0001483652,0.00004349956,0.001210598,0.0001966307,0.0002018537,0.00001034485,0.0002001308,0.004288763],"genre_scores_gemma":[0.9970917,0.000008430811,0.001819031,0.00007699992,0.0003722964,0.0001261511,0.00004919977,0.00005615636,0.0004000848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1503843,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504677901958036,"score_gpt":0.2340489449965806,"score_spread":0.2190021659770003,"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."}}