{"id":"W4313893074","doi":"10.1038/s41893-022-01028-x","title":"All-temperature zinc batteries with high-entropy aqueous electrolyte","year":2023,"lang":"en","type":"article","venue":"Nature Sustainability","topic":"Advanced battery technologies research","field":"Engineering","cited_by":405,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Army Research Laboratory; Office of Energy Efficiency; U.S. Army Combat Capabilities Development Command; Division of Chemical, Bioengineering, Environmental, and Transport Systems; National Institute of Standards and Technology; Division of Materials Research; DEVCOM Army Research Laboratory; Office of Science; Advanced Research Projects Agency - Energy; Sorbonne Université; Arizona State University; Brookhaven National Laboratory; Office of Energy Efficiency and Renewable Energy; U.S. Department of Energy; Advanced Research Projects Agency; National Science Foundation","keywords":"Electrolyte; Faraday efficiency; Solvation; Aqueous solution; Materials science; Chemical engineering; Energy storage; Electrochemical window; Chemistry; Ion; Inorganic chemistry; Ionic conductivity; Thermodynamics; Electrode; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001973404,0.0003425874,0.0003578905,0.0002007504,0.0004079488,0.000812636,0.0007025984,0.0002500644,0.00132819],"category_scores_gemma":[0.0004189225,0.0001489802,0.0001516264,0.0002899518,0.0003003299,0.0009244265,0.0006514337,0.0003639632,0.0005725733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005299526,"about_ca_system_score_gemma":0.000457486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001275991,"about_ca_topic_score_gemma":0.003984722,"domain_scores_codex":[0.9998666,0.00001253436,0.000009971357,0.00002617552,0.00005828555,0.00002631223],"domain_scores_gemma":[0.9999415,0.00001070715,0.00001048781,0.00001011242,0.00001754256,0.000009680008],"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":[0.001122543,0.00005103974,0.001126655,0.0002656979,0.00001556505,0.0002114864,0.00008565157,0.001171473,0.9817287,0.002769221,0.0003683524,0.0110836],"study_design_scores_gemma":[0.00003232036,0.00008842753,0.0002845325,0.000006803547,0.000009131439,0.00005227629,0.00002159815,0.002077492,0.9946976,0.0002257503,0.002498198,0.00000585835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862968,0.0009028201,0.0068489,0.0002087217,0.00008348133,0.00003574982,0.0003354436,0.0002527687,0.00503533],"genre_scores_gemma":[0.9930091,0.0006470968,0.002521063,0.00002152166,0.00001772256,0.00001088377,0.0001720163,0.00003454838,0.003566064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00132819,"threshold_uncertainty_score":0.004443288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003725190649782086,"score_gpt":0.2529045634469835,"score_spread":0.2491793727972014,"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."}}