{"id":"W4415908018","doi":"10.1002/adma.202513415","title":"Phosphate Bonded Perchloric Superstructure Enables Energy‐Dense and Ultra‐Stable Aqueous Sodium‐Ion Batteries","year":2025,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Science and Technology Service Network Plan; Mitacs; National Natural Science Foundation of China; Basic Research Fund for Free Exploration","keywords":"Electrolyte; Anode; Cathode; Interphase; Electrochemistry; Aqueous solution; Cathodic protection; Superstructure","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001902885,0.0004867955,0.0006399414,0.0001549079,0.0001934262,0.0002137187,0.000244635,0.0001726312,0.0006254489],"category_scores_gemma":[0.00007358793,0.0004784973,0.000031718,0.0001777504,0.0001553327,0.0006924174,0.0001102957,0.00008617252,0.0000207321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792643,"about_ca_system_score_gemma":0.00002631666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003872638,"about_ca_topic_score_gemma":0.00001103085,"domain_scores_codex":[0.9980236,0.00006745791,0.0005801339,0.000481487,0.0002123347,0.0006349956],"domain_scores_gemma":[0.9991656,0.00009497449,0.00008210617,0.0004947518,0.00007823509,0.00008434841],"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":[0.0001506141,0.00001238973,0.00002081219,0.0003501049,0.00005735155,0.000020002,0.0002040558,0.0008804722,0.9931535,0.002364253,0.001152233,0.001634177],"study_design_scores_gemma":[0.0007715485,0.00003696476,0.0001105382,0.0001433472,0.00004099298,0.00002148144,0.0002031662,0.000008042354,0.9613801,0.009004315,0.02783321,0.0004463227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885396,0.00192648,0.002105718,0.0001402057,0.0049519,0.0003463224,0.0002076704,0.0006224397,0.001159609],"genre_scores_gemma":[0.9927201,0.001981213,0.003028912,0.0004961926,0.000197992,0.0001681164,0.00008732435,0.00009517753,0.001224928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03177346,"threshold_uncertainty_score":0.9997666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004880672145935467,"score_gpt":0.2100186518129406,"score_spread":0.2051379796670052,"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."}}