{"id":"W4400831366","doi":"10.1002/adfm.202405358","title":"The Rise of Multivalent Metal–Sulfur Batteries: Advances, Challenges, and Opportunities","year":2024,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"State Key Laboratory of Polymer Materials Engineering; National Natural Science Foundation of China; Canada Research Chairs","keywords":"Materials science; Sulfur; Nanotechnology; Metal; Engineering physics; Metallurgy; Engineering","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":[0.0006226862,0.0004181331,0.0005262638,0.000852202,0.0003378517,0.001259956,0.0004072508,0.00113895,0.002838605],"category_scores_gemma":[0.0003619574,0.0002201691,0.0004178177,0.0009493311,0.0005844783,0.002313918,0.001041538,0.001456304,0.0006797677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006798037,"about_ca_system_score_gemma":0.0009557902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005183694,"about_ca_topic_score_gemma":0.001094618,"domain_scores_codex":[0.9997754,0.00004178552,0.00001746995,0.00004548267,0.00008513667,0.00003481127],"domain_scores_gemma":[0.9998003,0.00007162087,0.00002250326,0.000006523844,0.00007046766,0.00002863819],"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":[0.000294649,0.0001618559,0.002345855,0.02106423,0.0001304939,0.001648569,0.0007762166,0.003342565,0.06478649,0.2260267,0.04751565,0.6319068],"study_design_scores_gemma":[0.00001534909,0.0002488436,0.0008349588,0.001451929,0.00007771068,0.001242764,0.0006621567,0.002303299,0.01502157,0.04674275,0.9313499,0.00004871305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008596299,0.974166,0.002691087,0.005428668,0.001014507,0.00001037575,0.00005972177,0.0000372098,0.007996105],"genre_scores_gemma":[0.05754014,0.9342831,0.001848077,0.001392433,0.001061972,0.00001727119,0.00008960318,0.00001087997,0.003756502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002838605,"threshold_uncertainty_score":0.009496093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491446732341406,"score_gpt":0.2308150364604678,"score_spread":0.1959005691370538,"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."}}