{"id":"W4200018050","doi":"10.1002/eem2.12342","title":"Switching Optimally Balanced Fe–N Interaction Enables Extremely Stable Energy Storage","year":2021,"lang":"en","type":"article","venue":"Energy & environment materials","topic":"Ammonia Synthesis and Nitrogen Reduction","field":"Chemical Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Intercalation (chemistry); Alloy; Ion; Materials science; Energy storage; Absorption (acoustics); Adsorption; Electrode; Volume (thermodynamics); Ammonium; Chemical physics; Chemical engineering; Inorganic chemistry; Chemistry; Metallurgy; Physical chemistry; Thermodynamics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001442585,0.0002861542,0.0003642801,0.00005613446,0.000116969,0.0001050083,0.0001376449,0.0001405185,0.006003249],"category_scores_gemma":[0.0000322191,0.000292119,0.00009806347,0.00006199253,0.0000198576,0.0002959225,0.0001052596,0.0000760895,0.00006114117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168419,"about_ca_system_score_gemma":0.00002171161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003505841,"about_ca_topic_score_gemma":0.00001107953,"domain_scores_codex":[0.9983183,0.0001102969,0.0004378712,0.0004744453,0.0002659678,0.0003930811],"domain_scores_gemma":[0.999267,0.00006232899,0.0001689447,0.0003801868,0.00001419757,0.0001073126],"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":[0.00004304713,0.00008104175,0.0000147272,0.00001521548,0.0000829243,0.00003508843,0.00003525572,0.01351039,0.9779567,0.001345309,0.0001130918,0.006767275],"study_design_scores_gemma":[0.0002275485,0.00001707709,0.0001190403,0.00004603049,0.00003751649,0.00002288724,0.00009525692,0.001622809,0.9527048,0.0001091136,0.04470219,0.0002956538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534053,0.0008361322,0.04340988,0.0001009566,0.0008255862,0.00003897383,0.00002414082,0.0001439452,0.001215141],"genre_scores_gemma":[0.9914288,0.0006913895,0.003753968,0.00008651158,0.0004387783,0.00004545899,0.0001606315,0.00006270553,0.003331774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0445891,"threshold_uncertainty_score":0.9999531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069634589830974,"score_gpt":0.1930015019579355,"score_spread":0.1823051560596258,"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."}}