{"id":"W4283220455","doi":"10.1016/j.cej.2022.137684","title":"Fluorine induced surface reconstruction of perovskite ferrite oxide as cathode catalyst for prolong-life Li-O2 battery","year":2022,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cathode; Perovskite (structure); Materials science; Oxide; Fluorine; Catalysis; Ferrite (magnet); Chemical engineering; Battery (electricity); Metallurgy; Composite material; Inorganic chemistry; Chemistry; Physical chemistry; Thermodynamics; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006443576,0.0001914859,0.0001474707,0.0001274837,0.0001591064,0.000299927,0.0003600161,0.0002939333,0.001220392],"category_scores_gemma":[0.0001336414,0.0001088355,0.0001423382,0.000126643,0.0001339122,0.0003381717,0.0001763463,0.0002913481,0.000207564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912042,"about_ca_system_score_gemma":0.0001163815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006637894,"about_ca_topic_score_gemma":0.001187691,"domain_scores_codex":[0.9999456,0.000003450935,0.000002915078,0.00001135408,0.00001795603,0.00001867937],"domain_scores_gemma":[0.9999696,0.000004679729,0.000006612776,0.000004189094,0.000008842174,0.000006132692],"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":[0.0002003908,0.0000376239,0.0002369186,0.000112011,0.000008329687,0.0001567262,0.00005054449,0.0002745965,0.9946271,0.0003205326,0.0002729998,0.003702255],"study_design_scores_gemma":[0.00002638706,0.0001655196,0.001075264,0.000005394051,0.0000128227,0.0001366174,0.00005772495,0.002133393,0.9939312,0.0000700973,0.002376265,0.000009366116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962825,0.0004856634,0.0009646014,0.00007817203,0.00003383731,0.000006612338,0.000085302,0.00006906998,0.001994238],"genre_scores_gemma":[0.9982678,0.000148685,0.000380785,0.00001599354,0.000004633916,0.000004214808,0.00008844751,0.00001540468,0.001073995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001220392,"threshold_uncertainty_score":0.00408268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496800735923299,"score_gpt":0.2309158813272055,"score_spread":0.2159478739679725,"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."}}