{"id":"W4396767739","doi":"10.1038/s41467-024-48078-7","title":"A locally solvent-tethered polymer electrolyte for long-life lithium metal batteries","year":2024,"lang":"en","type":"article","venue":"Nature Communications","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"Tsinghua Shenzhen International Graduate School; National Natural Science Foundation of China; National Research Council Canada; National Key Research and Development Program of China; Canadian Institutes of Health Research; Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Lithium metal; Electrolyte; Lithium (medication); Polymer electrolytes; Polymer; Solvent; Metal; Materials science; Chemistry; Chemical engineering; Polymer chemistry; Organic chemistry; Ionic conductivity; Electrode; Medicine","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":[0.00008350817,0.0001584771,0.0001702521,0.00009591629,0.0001287127,0.0001080593,0.0006590749,0.000252621,0.00003398808],"category_scores_gemma":[0.00005531195,0.0001425228,0.00008638667,0.0001957362,0.00009808647,0.000179194,0.0001393853,0.0005332279,0.0000286313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003655923,"about_ca_system_score_gemma":0.00002946131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001930295,"about_ca_topic_score_gemma":0.00006690841,"domain_scores_codex":[0.9993397,0.00001899072,0.0001966582,0.000145863,0.00007147897,0.0002273073],"domain_scores_gemma":[0.9988024,0.0001775728,0.00001941461,0.000924989,0.00004182962,0.00003377471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006568925,0.0001421559,0.0001778054,0.0007216932,0.001149473,0.00000998458,0.0004725475,0.0006697539,0.7446272,0.170873,0.04882843,0.03226225],"study_design_scores_gemma":[0.0004585449,0.0001316867,0.0006130546,0.0002201789,0.0001989783,0.00003398675,0.0001656924,0.01571907,0.4157149,0.007829247,0.5581058,0.0008088466],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.105051,0.5924976,0.2357728,0.04107082,0.004487299,0.001918482,0.0007756768,0.01253384,0.005892405],"genre_scores_gemma":[0.9923515,0.001269087,0.005317717,0.0002435399,0.00008456875,0.000264948,0.0001082521,0.00005530179,0.0003050735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8873005,"threshold_uncertainty_score":0.5811911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477693717621298,"score_gpt":0.2738169257926389,"score_spread":0.2590399886164259,"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."}}