{"id":"W4220831526","doi":"10.1149/1945-7111/ac60f3","title":"Review—Surface Coatings for Cathodes in Lithium Ion Batteries: From Crystal Structures to Electrochemical Performance","year":2022,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"CMC Microsystems; American Physical Society","keywords":"Cathode; Materials science; Electrochemistry; Electrolyte; Coating; Battery (electricity); Lithium (medication); Nanotechnology; Electrode; Chemical engineering; Power (physics); Chemistry; Electrical engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039856,0.0011619,0.001016879,0.00183058,0.000361478,0.001142401,0.001055091,0.001075973,0.003276275],"category_scores_gemma":[0.0007920057,0.0003993368,0.0005281694,0.002690013,0.0003882465,0.001658844,0.0007821736,0.001388857,0.00196766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005004372,"about_ca_system_score_gemma":0.0007131487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008475286,"about_ca_topic_score_gemma":0.001407222,"domain_scores_codex":[0.9996792,0.00003597757,0.00004768858,0.00005810143,0.0001428029,0.0000362615],"domain_scores_gemma":[0.9996896,0.0001039278,0.00005264236,0.00001228401,0.0001202571,0.0000213321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008545762,0.0001295096,0.0002689242,0.07266714,0.0001805219,0.0003227647,0.0001283824,0.0007054107,0.02681011,0.006883318,0.1020395,0.789779],"study_design_scores_gemma":[0.000006507392,0.0001119056,0.0006608022,0.002813603,0.000104481,0.0008132837,0.00003686625,0.000138667,0.004278384,0.0009070802,0.9901024,0.00002594449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004121969,0.996542,0.00029794,0.0002181885,0.0008979173,0.00001060647,0.0000438543,0.00001589795,0.00156143],"genre_scores_gemma":[0.001574383,0.9960294,0.0003262181,0.0002764582,0.0004145962,0.00001390532,0.00007959673,0.000004895203,0.001280568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003276275,"threshold_uncertainty_score":0.01096028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008973722226914997,"score_gpt":0.2449019470678794,"score_spread":0.2359282248409644,"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."}}