{"id":"W4413272199","doi":"10.1021/acsaem.5c01163","title":"Construction of Stable Zn Anode by 3D Flamed Reduced Graphene Oxide with Long Cycling Life","year":2025,"lang":"en","type":"article","venue":"ACS Applied Energy Materials","topic":"Advanced battery technologies research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Fundamental Research Funds for the Central Universities","keywords":"Cycling; Graphene; Anode; Oxide; Materials science; Nanotechnology; Metallurgy; 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":[0.00007027391,0.0004030084,0.0002188599,0.0003532336,0.0001417256,0.0002954612,0.0005918068,0.0004696601,0.0003709934],"category_scores_gemma":[0.000138869,0.0002465523,0.0003489599,0.0002490876,0.0001550514,0.0002975341,0.0003174679,0.0002507087,0.0003099455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003287231,"about_ca_system_score_gemma":0.0001970164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184255,"about_ca_topic_score_gemma":0.002413759,"domain_scores_codex":[0.9999194,0.000003161143,0.000004184759,0.00002008903,0.0000366439,0.00001662158],"domain_scores_gemma":[0.9999561,0.000002867069,0.00001323206,0.000005875016,0.00001186632,0.000009969807],"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":[0.00003261147,0.00001191327,0.0001956761,0.00006318089,0.000006073721,0.0001176378,0.00001233014,0.0004973908,0.9956307,0.0002926337,0.00008833526,0.003051493],"study_design_scores_gemma":[0.00001956598,0.00007075218,0.0009937173,0.000004633052,0.0000153585,0.0001161137,0.000009520667,0.005977132,0.9898859,0.00007287574,0.002820039,0.00001438542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678255,0.001227458,0.0258249,0.0001370453,0.0001113021,0.00005221195,0.0006422262,0.0007084965,0.00347094],"genre_scores_gemma":[0.9759346,0.0008053778,0.02057057,0.00003685982,0.00001208381,0.00004892432,0.0004506639,0.00004567378,0.002095216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001184255,"threshold_uncertainty_score":0.00238502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005958301600041962,"score_gpt":0.2159553119378378,"score_spread":0.2099970103377958,"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."}}