{"id":"W4320034002","doi":"10.1016/j.jpowsour.2023.232778","title":"Lithiophilic vanadium oxide coated three-dimensional carbon network design towards stable lithium metal anode","year":2023,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Anode; Materials science; Lithium (medication); Nucleation; Battery (electricity); Carbon nanotube; Dendrite (mathematics); Oxide; Chemical engineering; Vanadium oxide; Carbon fibers; Vanadium; Lithium vanadium phosphate battery; Nanotechnology; Composite number; Composite material; Electrode; Metallurgy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005757744,0.0002273592,0.0004433086,0.0002117786,0.00008020848,0.00006241856,0.0002924413,0.0001463867,0.00005759843],"category_scores_gemma":[0.00006623612,0.000182849,0.0001085325,0.0004388395,0.00006384502,0.0001984935,0.00008372916,0.0003075661,0.00001901271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006279212,"about_ca_system_score_gemma":0.00004317372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001910497,"about_ca_topic_score_gemma":0.000007522054,"domain_scores_codex":[0.9985341,0.0000439317,0.0004935128,0.0001362174,0.0003211359,0.0004710862],"domain_scores_gemma":[0.9993335,0.00009812611,0.0001758384,0.0001915188,0.0001055652,0.0000954447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001053144,0.00003059058,0.0008303977,0.00006143148,0.0004133827,0.0002975856,0.0002172436,0.8166962,0.1673764,0.00008472453,0.01316681,0.0007199103],"study_design_scores_gemma":[0.002452671,0.001543841,0.03093845,0.0009506585,0.0004861102,0.0005116289,0.0008982475,0.06436168,0.7927328,0.03244646,0.07032264,0.002354851],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921489,0.001868029,0.003344186,0.0002756983,0.001595992,0.00009881108,0.00001017757,0.0004812536,0.0001769873],"genre_scores_gemma":[0.9945786,0.0001276547,0.004718605,0.0000480743,0.0002547344,0.000004776632,0.000002876071,0.00005771473,0.0002069452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7523346,"threshold_uncertainty_score":0.7456367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747125177062419,"score_gpt":0.2141012203103017,"score_spread":0.1966299685396775,"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."}}