{"id":"W4224246729","doi":"10.1002/eem2.12413","title":"Research Progress in Lithium‐Excess Disordered Rock‐Salt Oxides Cathode","year":2022,"lang":"en","type":"article","venue":"Energy & environment materials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fujian Normal University; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; McGill University","keywords":"Cathode; Lithium (medication); Bottleneck; Materials science; Redox; Energy density; Energy storage; Anode; Salt (chemistry); Nanotechnology; Chemical engineering; Engineering physics; Chemistry; Metallurgy; Electrode; Computer science; Thermodynamics; Physical chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001156289,0.0003049219,0.0004177237,0.0002631824,0.0002323632,0.00009918108,0.0005612819,0.00008150071,0.007752141],"category_scores_gemma":[0.00001012375,0.0003376705,0.00002454542,0.0001891233,0.00008551019,0.0002107244,0.0005617852,0.000187691,0.000108023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004367242,"about_ca_system_score_gemma":0.00001371703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001035044,"about_ca_topic_score_gemma":0.00001060295,"domain_scores_codex":[0.9967324,0.0006587628,0.0006480263,0.0004889155,0.000689921,0.0007819647],"domain_scores_gemma":[0.9991472,0.0000811089,0.00008201414,0.0006061126,0.000006732389,0.00007682903],"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":[0.0001689212,0.0003833214,0.002421736,0.0001787317,0.00006975415,0.0001309992,0.0008338035,0.2572466,0.7302511,0.0009668737,0.001592726,0.005755377],"study_design_scores_gemma":[0.001096817,0.000186741,0.009614564,0.00005163487,0.00001517505,0.00001542095,0.00045798,0.0002272751,0.9101366,0.003405879,0.07394516,0.000846786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962578,0.0009700235,0.0005274956,0.0001272586,0.001076457,0.0003248463,0.0001589306,0.0001763404,0.0003807987],"genre_scores_gemma":[0.9962867,0.0003624425,0.0008302288,0.0000658946,0.0001724813,0.001345564,0.0001852643,0.0001088473,0.0006425411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2570193,"threshold_uncertainty_score":0.9999076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942558345740795,"score_gpt":0.2652500737639354,"score_spread":0.2458244903065275,"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."}}