{"id":"W3040795836","doi":"10.1039/c9cs00636b","title":"Developing high safety Li-metal anodes for future high-energy Li-metal batteries: strategies and perspectives","year":2020,"lang":"en","type":"review","venue":"Chemical Society Reviews","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":470,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; National Institute for Nanotechnology; University of Waterloo","funders":"Office of Energy Efficiency; Waterloo Institute for Nanotechnology, University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Office of Science; University of Waterloo; China Postdoctoral Science Foundation; University of Chicago; National Natural Science Foundation of China; Higher Education Discipline Innovation Project; Henan Normal University; Argonne National Laboratory; Office of Energy Efficiency and Renewable Energy; U.S. Department of Energy","keywords":"Lithium metal; Metal; High energy; Anode; Energy density; Materials science; Chemistry; Engineering physics; Metallurgy; Engineering; Electrode; Physical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006197409,0.0009095537,0.0007481271,0.001680356,0.0002668516,0.001059212,0.0007786333,0.001098937,0.004235914],"category_scores_gemma":[0.0004040227,0.0003289221,0.0004061729,0.001682497,0.0002833002,0.002048923,0.0006879629,0.001316815,0.002787256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005583708,"about_ca_system_score_gemma":0.0008347573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005609128,"about_ca_topic_score_gemma":0.001669717,"domain_scores_codex":[0.9998285,0.00002202586,0.00001986075,0.00002948246,0.00007619694,0.00002389626],"domain_scores_gemma":[0.9998525,0.00005057408,0.00002380837,0.000006410449,0.00005123986,0.0000153368],"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":[0.00005762296,0.0001284684,0.000180076,0.03986565,0.0001074284,0.0003814683,0.0001437514,0.0008809884,0.02918006,0.02629292,0.02320886,0.8795727],"study_design_scores_gemma":[0.000008917524,0.0001267577,0.0002871518,0.002020624,0.00006266467,0.0006768085,0.00007742794,0.0001899308,0.004933116,0.002839225,0.9887596,0.00001766898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004178875,0.9958174,0.0006905015,0.00040967,0.0001823445,0.00001263796,0.00002512018,0.00001676816,0.002427812],"genre_scores_gemma":[0.001887362,0.9958248,0.0007513983,0.0001695728,0.00007751623,0.00001409657,0.00003449278,0.000002788279,0.00123793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004235914,"threshold_uncertainty_score":0.01417059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04367402130401122,"score_gpt":0.2952018589373258,"score_spread":0.2515278376333145,"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."}}