{"id":"W3134516935","doi":"10.1039/d0ee03765f","title":"Towards controlling the reversibility of anionic redox in transition metal oxides for high-energy Li-ion positive electrodes","year":2021,"lang":"en","type":"article","venue":"Energy & Environmental Science","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SLAC National Accelerator Laboratory; Division of Materials Research; Office of Science; U.S. Department of Energy; Argonne National Laboratory; Office of Energy Efficiency; Canadian Light Source; Basic Energy Sciences; Materials Research Science and Engineering Center, Harvard University; National Energy Research Scientific Computing Center; BMW of North America; National Science Foundation","keywords":"Redox; Oxygen; Transition metal; Electrode; Ion; Metal; Inorganic chemistry; Materials science; Chemistry; Physical chemistry; Catalysis; Metallurgy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003686307,0.0001221819,0.0001795366,0.00004439921,0.0001090734,0.00001997645,0.0001888739,0.00003548688,0.00005770213],"category_scores_gemma":[0.00001894142,0.0001051326,0.00003984354,0.0001858066,0.0002796047,0.0003452777,0.00004689311,0.00004330793,6.251294e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003448762,"about_ca_system_score_gemma":0.00002336442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007766047,"about_ca_topic_score_gemma":0.00003830947,"domain_scores_codex":[0.9988818,0.00005902728,0.0002555303,0.0002859186,0.0002493802,0.0002683685],"domain_scores_gemma":[0.9996531,0.00005926417,0.00004805157,0.0001996163,0.000009067769,0.00003090496],"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":[0.00002712377,0.0000399338,0.00001493561,0.000005331651,0.00001065826,0.000002181625,0.000112251,0.02617981,0.9679676,0.003806475,0.000003189408,0.001830508],"study_design_scores_gemma":[0.0003337037,0.0000604115,0.002408133,0.00001821164,0.0000142409,0.000005105753,0.0001622842,0.001647803,0.9919074,0.003261121,0.00007106944,0.0001105822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333122,0.0003514421,0.0657347,0.0001117451,0.0002226536,0.00008307752,0.00004749788,0.00001855824,0.0001180782],"genre_scores_gemma":[0.9979877,0.0001696071,0.001595311,0.00009722236,0.00003960932,0.00003588435,0.00003153164,0.0000119122,0.00003115188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06467552,"threshold_uncertainty_score":0.4287182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005062780806222241,"score_gpt":0.2010887906082254,"score_spread":0.1960260098020032,"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."}}