{"id":"W4404147995","doi":"10.1016/j.ensm.2024.103890","title":"Central metal coordination environment optimization enhances Na diffusion and structural stability in Prussian blue analogues","year":2024,"lang":"en","type":"article","venue":"Energy storage materials","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"Jiangsu Provincial Department of Education; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Prussian blue; Materials science; Metal; Diffusion; Inorganic chemistry; Chemical engineering; Nanotechnology; Physical chemistry; Metallurgy; Thermodynamics; Electrode; Chemistry","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":[0.00007928005,0.0001926319,0.0001872426,0.0000975508,0.0001830776,0.000206738,0.0003650312,0.0001591982,0.002520803],"category_scores_gemma":[0.0001647593,0.0001162441,0.00007490884,0.000131927,0.0001859722,0.0001954044,0.0002399597,0.0002859056,0.0003860528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002393922,"about_ca_system_score_gemma":0.000143594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121516,"about_ca_topic_score_gemma":0.001622745,"domain_scores_codex":[0.9999502,0.000007529982,0.000002787029,0.00001502731,0.000009810632,0.00001480583],"domain_scores_gemma":[0.9999526,0.000008140893,0.00001159418,0.00000595805,0.00001131845,0.00001046794],"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":[0.0003953609,0.00004033369,0.0002328382,0.0001312889,0.000008352654,0.00008715984,0.00008718777,0.0006297817,0.9929308,0.0009922816,0.0002530778,0.004211472],"study_design_scores_gemma":[0.000024146,0.0002953129,0.0007268064,0.000007653815,0.00001110272,0.00008928352,0.00004039219,0.002350177,0.9936001,0.00009353308,0.002751183,0.00001029768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974355,0.0001705021,0.0004513921,0.00003947972,0.000005634824,0.00000414604,0.00002627312,0.00003794361,0.001829242],"genre_scores_gemma":[0.9978133,0.0001164583,0.0006306812,0.00001060291,0.000001507692,0.000004981834,0.00003123932,0.00002594861,0.001365116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002520803,"threshold_uncertainty_score":0.008432925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113312943782506,"score_gpt":0.2267717601501944,"score_spread":0.2156386307123693,"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."}}