{"id":"W4398201154","doi":"10.1016/s1872-2067(23)64640-6","title":"Recent progress in electrocatalytic reduction of nitrogen to ammonia","year":2024,"lang":"en","type":"article","venue":"CHINESE JOURNAL OF CATALYSIS (CHINESE VERSION)","topic":"Ammonia Synthesis and Nitrogen Reduction","field":"Chemical Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Reduction (mathematics); Ammonia; Chemistry; Environmental science; Mathematics; Biochemistry","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":[0.000581938,0.0003164251,0.0006951522,0.001162202,0.00004433405,0.0000429953,0.0003605591,0.0001233589,0.000113687],"category_scores_gemma":[0.0003155755,0.0002147475,0.0004482581,0.002719251,0.00005355325,0.0005002144,0.00007985836,0.0004297206,0.00007874047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003422397,"about_ca_system_score_gemma":0.0001343459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001861787,"about_ca_topic_score_gemma":0.000009240758,"domain_scores_codex":[0.9977807,0.00005270381,0.0009793567,0.0002964077,0.0005896793,0.0003010878],"domain_scores_gemma":[0.9988064,0.0001000762,0.0002722105,0.0003076611,0.0002992821,0.0002143716],"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":[0.001557504,0.0008519692,0.06136423,0.0005842973,0.00139811,0.0002304946,0.002144867,0.005961659,0.823214,0.0001081014,0.00149476,0.10109],"study_design_scores_gemma":[0.003677661,0.00117215,0.03200091,0.002513714,0.001743867,0.003331442,0.0009031165,0.04004806,0.8970917,0.003995407,0.0115014,0.002020593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879619,0.009928816,0.0003669917,0.0008909913,0.0005826156,0.000141111,0.000007666734,0.00004245797,0.00007743959],"genre_scores_gemma":[0.997786,0.0004350118,0.001138925,0.000008772033,0.0004680554,0.00000851106,0.00002630165,0.00004876567,0.00007959077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0990694,"threshold_uncertainty_score":0.875715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005572721914282265,"score_gpt":0.249168180317295,"score_spread":0.2435954584030127,"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."}}