{"id":"W4380519870","doi":"10.1039/d3ta02804f","title":"A bio-inspired electrolyte with <i>in situ</i> repair of Zn surface cracks and regulation of Zn ion solvation chemistry to enable long life and deep-cycling zinc metal batteries","year":2023,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advanced battery technologies research","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Science Foundation of Guangxi Province; National Natural Science Foundation of China","keywords":"Electrolyte; Tetraethyl orthosilicate; Orthosilicate; Solvation; Zinc; Anode; Metal; In situ; Chemistry; Materials science; Chemical engineering; Inorganic chemistry; Nanotechnology; Electrode; Metallurgy; Ion; Organic chemistry; Physical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004511134,0.0001507963,0.0004106272,0.00007194382,0.00002807041,0.00002708655,0.0001107511,0.0001302693,0.00002411746],"category_scores_gemma":[0.0002023234,0.0001408001,0.0000306404,0.0002546751,0.00007155135,0.0002337518,0.00007601243,0.0001416559,4.061768e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006395208,"about_ca_system_score_gemma":0.0000373926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000222928,"about_ca_topic_score_gemma":0.000001867714,"domain_scores_codex":[0.9987879,0.00001522373,0.000585453,0.0001511667,0.0002399104,0.0002202852],"domain_scores_gemma":[0.9993066,0.00007022724,0.0002746924,0.000169561,0.000116469,0.0000625176],"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":[0.0002771565,0.00001337983,0.0008018014,0.001081699,0.00005507397,0.00001585992,0.00007784029,0.00958708,0.9878979,6.622441e-7,0.00002783937,0.0001637605],"study_design_scores_gemma":[0.0004952414,0.00006518311,0.002663372,0.0002809572,0.00001815084,0.00005348738,0.0001334732,0.0006118811,0.9954476,0.00008476063,0.00002325777,0.0001226384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989275,0.0002229961,0.0004719468,0.00009453503,0.00002235111,0.00009526843,0.000007430308,0.00008193115,0.00007603314],"genre_scores_gemma":[0.998064,0.0001843448,0.001557524,0.000004324845,0.00004502175,0.000004262482,0.000007378937,0.00002605418,0.0001071215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008975198,"threshold_uncertainty_score":0.5741663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009257296577645407,"score_gpt":0.2336518401656962,"score_spread":0.2243945435880508,"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."}}