{"id":"W3213725232","doi":"10.1002/adfm.202108692","title":"Unleash the Capacity Potential of LiFePO<sub>4</sub> through Rocking‐Chair Coordination Chemistry","year":2021,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Shanghai Jiao Tong University; National Natural Science Foundation of China","keywords":"Cathode; Materials science; Adsorption; Diffusion; Ion; Atom (system on chip); Electrode; Lithium (medication); Zinc; Chemical engineering; Nanotechnology; Physical chemistry; Thermodynamics; Chemistry; Metallurgy; Physics; Organic chemistry; Computer science","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":[0.000101309,0.0002773363,0.0001832138,0.0001291976,0.0001998501,0.0003911285,0.0004056815,0.0002597153,0.003599905],"category_scores_gemma":[0.0001830157,0.000145905,0.0001628382,0.00008690245,0.0003126519,0.0004145585,0.0004799876,0.0004370837,0.0006147774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833947,"about_ca_system_score_gemma":0.0002291671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000732309,"about_ca_topic_score_gemma":0.0007533373,"domain_scores_codex":[0.9999325,0.000007482397,0.000002629451,0.00001115417,0.00002108193,0.00002516733],"domain_scores_gemma":[0.9999541,0.0000102018,0.000008691732,0.000007173931,0.00001245278,0.000007461394],"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":[0.0004298151,0.00005239286,0.0007569253,0.0007557806,0.00003885184,0.0004011772,0.0001224048,0.002135494,0.9552337,0.01189158,0.002233034,0.02594884],"study_design_scores_gemma":[0.00004295494,0.0003709021,0.001038712,0.00002014458,0.00002399153,0.0002400392,0.00008347434,0.009999407,0.9698574,0.001703937,0.01659084,0.0000280534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707108,0.002318829,0.01075835,0.0005356442,0.0001124615,0.00003147324,0.0001781821,0.0004026094,0.01495161],"genre_scores_gemma":[0.996408,0.0005791041,0.001406613,0.00009304519,0.00001064163,0.00001689723,0.00007838785,0.00002440247,0.001382901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003599905,"threshold_uncertainty_score":0.01204288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164609572350563,"score_gpt":0.2044799025348926,"score_spread":0.192833806811387,"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."}}