{"id":"W4416717249","doi":"10.1039/d5ya00294j","title":"Simple and scalable solvent-free PEO based electrolyte fabrication by kneading for all solid state lithium sulfur batteries","year":2025,"lang":"en","type":"article","venue":"Energy Advances","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Technische Universität Braunschweig; Bundesministerium für Bildung und Forschung","keywords":"Electrolyte; Fabrication; Lithium (medication); Sulfur; Solid-state","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":[0.0001286752,0.0004886332,0.0002503867,0.0003139898,0.0002505231,0.0003135202,0.0002183074,0.0003755759,0.001687442],"category_scores_gemma":[0.0001748488,0.0002216553,0.0002942044,0.0001655342,0.0001499842,0.0007457859,0.000325822,0.0005676291,0.00101864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261566,"about_ca_system_score_gemma":0.0002142247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001286614,"about_ca_topic_score_gemma":0.0007552217,"domain_scores_codex":[0.9998835,0.000007786649,0.00001179512,0.00002683712,0.00005729304,0.00001265101],"domain_scores_gemma":[0.99994,0.000011135,0.00001566689,0.000007870711,0.00001509076,0.00001014737],"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":[0.00001297123,0.00001265218,0.00004440115,0.00007214603,0.000002572241,0.00006356357,0.00001738628,0.00009315872,0.9954901,0.0001505089,0.00006568833,0.003974908],"study_design_scores_gemma":[0.000003395515,0.00006988575,0.0002213701,0.000005314902,0.00000367703,0.0001290678,0.00001544249,0.0005605518,0.9952968,0.00005936413,0.003630013,0.000005060306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8573148,0.005120519,0.1224263,0.0003554775,0.0003141266,0.0002858184,0.0007242846,0.001723522,0.01173512],"genre_scores_gemma":[0.8806209,0.00464101,0.09919038,0.00008073026,0.0000607511,0.0002015603,0.0007264221,0.0001680511,0.01431017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001687442,"threshold_uncertainty_score":0.005645037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004619550275003696,"score_gpt":0.2276840132786318,"score_spread":0.2230644630036281,"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."}}