{"id":"W4414617202","doi":"10.1002/adma.202513255","title":"Comparative Advances in Sulfide and Halide Electrolytes for Commercialization of All‐Solid‐State Lithium Batteries","year":2025,"lang":"en","type":"review","venue":"Advanced Materials","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Halide; Sulfide; Electrolyte; Lithium (medication); Ionic conductivity; Energy storage; Fast ion conductor; Cathode; Oxide","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002223541,0.0005686903,0.002890037,0.0003328113,0.00004234444,0.00006032486,0.0002581778,0.0002287222,0.00001210937],"category_scores_gemma":[0.0001414313,0.0005135665,0.00009090987,0.0002326626,0.0001290797,0.0004521307,0.0001029202,0.0001062894,0.000001767215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009337718,"about_ca_system_score_gemma":0.0000438874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005060996,"about_ca_topic_score_gemma":0.00004773489,"domain_scores_codex":[0.9978157,0.00008419198,0.001177325,0.0003920337,0.0001082659,0.0004225094],"domain_scores_gemma":[0.998709,0.0004851173,0.0003789298,0.0003098898,0.00008847811,0.00002862403],"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":[0.0001926744,0.00006569783,0.000003203632,0.1677302,0.0003145396,0.000007997734,0.0002910715,0.001838767,0.08172955,0.002846751,0.0003919351,0.7445876],"study_design_scores_gemma":[0.0004663893,0.0001180608,0.000003246572,0.01215989,0.0001816078,0.000005889731,0.000041462,0.000007139683,0.3055481,0.007425575,0.6734001,0.0006425399],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001211416,0.991223,0.003799177,0.00001254369,0.0006916231,0.001597447,0.001080301,0.0002807819,0.0001036855],"genre_scores_gemma":[0.001902658,0.9932584,0.003389933,0.00001833356,0.00003821967,0.0009571636,0.000326165,0.0000661813,0.0000429023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7439451,"threshold_uncertainty_score":0.9997316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238689285859912,"score_gpt":0.3378339278911096,"score_spread":0.3139649993051184,"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."}}