{"id":"W1980723242","doi":"10.1038/ncomms1293","title":"Stabilizing lithium–sulphur cathodes using polysulphide reservoirs","year":2011,"lang":"en","type":"article","venue":"Nature Communications","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":862,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dissolution; Cathode; Electrolyte; Lithium (medication); Faraday efficiency; Electrochemistry; Desorption; Sulfur; Chemical engineering; Energy storage; Ion; Materials science; Nanotechnology; Chemistry; Electrode; Organic chemistry; Thermodynamics; Physics","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":[0.0001397931,0.0002746628,0.0001772859,0.0001643885,0.0002388414,0.0004561224,0.0002895465,0.0002250753,0.001663783],"category_scores_gemma":[0.0001691718,0.0001273914,0.000124033,0.0001098394,0.0002432294,0.0004913217,0.0003779965,0.0002271131,0.0004910469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214519,"about_ca_system_score_gemma":0.0002074249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000470561,"about_ca_topic_score_gemma":0.0008955768,"domain_scores_codex":[0.9999377,0.00000833718,0.000005599229,0.00001209616,0.00002241869,0.00001385735],"domain_scores_gemma":[0.9999543,0.00001035603,0.0000101914,0.000006239113,0.00001213389,0.000006728857],"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":[0.000299537,0.00003032782,0.0002206449,0.0001450675,0.000008531867,0.0001299187,0.00009624474,0.0013689,0.9852639,0.002714491,0.0005064803,0.009215964],"study_design_scores_gemma":[0.00002063785,0.0000893785,0.0001289339,0.000005440733,0.000005508296,0.00003510034,0.00002594572,0.003554713,0.9930582,0.0002415752,0.002829589,0.000004862658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892359,0.0006673938,0.00383921,0.0001641328,0.00006025374,0.00001578796,0.00004891937,0.0002199904,0.005748326],"genre_scores_gemma":[0.99479,0.000293046,0.001389261,0.00002142862,0.00001281769,0.000007287146,0.0000609509,0.00003319109,0.003392042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001663783,"threshold_uncertainty_score":0.005565882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0742911034754529,"score_gpt":0.2971229173437839,"score_spread":0.222831813868331,"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."}}