{"id":"W4412526081","doi":"10.1039/d5nr01950h","title":"Zinc complex-based multifunctional binders for lithium sulfide-based lithium–sulfur batteries","year":2025,"lang":"en","type":"article","venue":"Nanoscale","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lithium (medication); Sulfur; Sulfide; Zinc sulfide; Zinc; Lithium–sulfur battery; Materials science; Inorganic chemistry; Iron sulfide; Chemistry; Metallurgy; Electrochemistry; Electrode; Physical chemistry; Medicine","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":[0.0001278182,0.0003856044,0.0003105969,0.0003491754,0.0002249575,0.0004851389,0.000441719,0.0002877498,0.001958119],"category_scores_gemma":[0.0002131101,0.0001996585,0.000129152,0.0003327952,0.0002299671,0.0005333804,0.0004686351,0.0002712149,0.0006082423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006409755,"about_ca_system_score_gemma":0.0002176571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006484792,"about_ca_topic_score_gemma":0.001705438,"domain_scores_codex":[0.9998717,0.00001096986,0.0000136693,0.00002669198,0.00005473976,0.00002215119],"domain_scores_gemma":[0.9999549,0.000006189938,0.00001176476,0.000003617655,0.00001064478,0.00001280578],"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":[0.0002267391,0.00004986182,0.0001124713,0.0001473905,0.0000129451,0.00006638039,0.0000486707,0.0005715626,0.9861417,0.0009599855,0.0003481891,0.01131395],"study_design_scores_gemma":[0.00002262022,0.00006231848,0.0001667034,0.000003611075,0.0000125222,0.00004609243,0.00001034448,0.002079221,0.9931824,0.00006133845,0.004346508,0.000006349856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708635,0.003874462,0.01648007,0.0002050323,0.00008144422,0.00008528471,0.0002193523,0.0008498844,0.007341048],"genre_scores_gemma":[0.9885535,0.001105748,0.003969419,0.00004053669,0.00001700006,0.00003270424,0.0001305215,0.00005011943,0.006100453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001958119,"threshold_uncertainty_score":0.00655061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858516851334312,"score_gpt":0.24368936560428,"score_spread":0.2251041970909368,"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."}}