{"id":"W4406998087","doi":"10.1021/acsaem.4c02904","title":"Layered Arrangement of Polyoxometalate on a Metal–Organic Framework as a High-Capacity Anode Material for Sodium-Ion Batteries","year":2025,"lang":"en","type":"article","venue":"ACS Applied Energy Materials","topic":"Polyoxometalates: Synthesis and Applications","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Higher Education Commission, Pakistan","keywords":"Polyoxometalate; Anode; Materials science; Sodium; Metal-organic framework; Ion; Metal; Inorganic chemistry; Chemical engineering; Chemistry; Metallurgy; Electrode; Organic chemistry; Engineering","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":[0.00005096588,0.0003526863,0.0001610017,0.0002609698,0.0001306743,0.0002945606,0.0003400657,0.0003306444,0.0007978445],"category_scores_gemma":[0.00009045283,0.0001938742,0.0002285463,0.0001685598,0.0001544888,0.0002185692,0.0003038551,0.0002776042,0.0003706029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233894,"about_ca_system_score_gemma":0.0001341853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003663698,"about_ca_topic_score_gemma":0.0008409915,"domain_scores_codex":[0.9999374,0.000004301047,0.000004087409,0.0000137943,0.00002035075,0.00001999798],"domain_scores_gemma":[0.999965,0.000003298828,0.000008117767,0.000003182743,0.00000517595,0.00001529467],"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":[0.0000344167,0.00001747008,0.0001042104,0.00009226985,0.00001304376,0.0001258817,0.00001385329,0.0002984367,0.9967318,0.0002618179,0.0001075728,0.002199238],"study_design_scores_gemma":[0.00002462357,0.0002779315,0.002320406,0.00001277852,0.00004111338,0.000225019,0.00002520764,0.003659916,0.9883218,0.00009902794,0.004965524,0.00002653874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883591,0.001489206,0.00574683,0.00009853378,0.00008693147,0.00004145087,0.0002209393,0.0003135156,0.003643439],"genre_scores_gemma":[0.9940771,0.0006400398,0.00386614,0.00003542767,0.00001468381,0.00002681484,0.0001403992,0.00002251627,0.001176859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007978445,"threshold_uncertainty_score":0.002669036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521424162463401,"score_gpt":0.2411814851772935,"score_spread":0.2259672435526595,"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."}}