{"id":"W2887051747","doi":"10.1002/aenm.201801979","title":"Trapping and Redistribution of Hydrophobic Sulfur Sols in Graphene–Polyethyleneimine Networks for Stable Li–S Cathodes","year":2018,"lang":"en","type":"article","venue":"Advanced Energy Materials","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Sulfur; Cathode; Graphene; Anode; Chemical engineering; Oxide; Electrode; Composite number; Battery (electricity); Composite material; Nanotechnology; Chemistry; Metallurgy","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":[0.0001723014,0.0002132485,0.0004258388,0.000117388,0.00005505545,0.00002471796,0.000117535,0.0001283028,0.00001451317],"category_scores_gemma":[0.00002506913,0.0002115102,0.00002572,0.0001743213,0.0001324103,0.0002631695,0.00004825835,0.00003447941,3.276915e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003453437,"about_ca_system_score_gemma":0.000006359378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004422259,"about_ca_topic_score_gemma":0.00004425082,"domain_scores_codex":[0.9988472,0.00002320259,0.0004502584,0.0002424346,0.00005877641,0.0003780814],"domain_scores_gemma":[0.9995296,0.00006509864,0.0001005514,0.0002228212,0.00004975454,0.00003214863],"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":[0.00008382657,0.00001183975,0.000008442445,0.0001031704,0.00001370759,0.000001175909,0.00002872493,0.01043086,0.9827473,0.002742814,0.00002292949,0.003805202],"study_design_scores_gemma":[0.0005333652,0.0001284556,0.0002294681,0.0001136335,0.00001004629,0.000003445055,0.00003882333,0.001518502,0.9910089,0.005265709,0.0009254242,0.0002242228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919768,0.0005619267,0.07843903,0.00001710906,0.000627206,0.0001594366,0.0001189275,0.0002413436,0.00006701229],"genre_scores_gemma":[0.9941595,0.001174531,0.004246722,0.00001308458,0.0001270045,0.000147811,0.00007811669,0.00004137092,0.00001182939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07439153,"threshold_uncertainty_score":0.8625134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008009770662546508,"score_gpt":0.2168759823621609,"score_spread":0.2088662116996144,"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."}}