{"id":"W4402679426","doi":"10.1093/nsr/nwae336","title":"Charged organic ligands inserting/supporting the nanolayer spacing of vanadium oxides for high-stability/efficiency zinc-ion batteries","year":2024,"lang":"en","type":"article","venue":"National Science Review","topic":"Advanced battery technologies research","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China; Canadian Light Source","keywords":"Vanadium; Materials science; Zinc; Ion; Chemical engineering; Nanotechnology; Inorganic chemistry; Metallurgy; Chemistry; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.003027431,0.000120491,0.0002010618,0.0001926055,0.0003235964,0.00006298316,0.0006146485,0.00003115842,0.00008177448],"category_scores_gemma":[0.002140275,0.00008495399,0.00006149164,0.002023332,0.0002932115,0.0003707724,0.0001651411,0.0002153173,0.00001235998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741289,"about_ca_system_score_gemma":0.0003027168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003593022,"about_ca_topic_score_gemma":0.000004647648,"domain_scores_codex":[0.9980741,0.00001701678,0.0004353872,0.0002905799,0.0007968366,0.000386137],"domain_scores_gemma":[0.9990761,0.0003485771,0.00007434383,0.0001876485,0.0002754788,0.00003779764],"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":[0.000001908533,0.00001769113,0.0001216925,0.004547961,0.0000146555,0.000001060684,0.0001770708,0.0007441565,0.9493448,0.01076096,0.0004885709,0.03377955],"study_design_scores_gemma":[0.00008413903,0.00007098054,0.0003993743,0.002372677,0.00002095538,0.00002221523,0.0001622815,0.02010238,0.9625504,0.006458877,0.007482386,0.0002733463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8796518,0.073529,0.02633905,0.01548788,0.0009430798,0.002409186,0.00009752077,0.0009413712,0.000601075],"genre_scores_gemma":[0.9968926,0.001879466,0.0008692244,0.0001406044,0.00003901535,0.0001353458,0.00000387653,0.00001662109,0.00002321209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1172408,"threshold_uncertainty_score":0.3464323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204144302256444,"score_gpt":0.3271640176560228,"score_spread":0.2951225746334583,"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."}}