{"id":"W4385326774","doi":"10.1016/j.jiec.2023.07.050","title":"Synthesis of ternary GNP-CNT-ZrO2 nanocomposite as a high-performance anode for lithium-ion batteries","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial and Engineering Chemistry","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Eesti Teadusagentuur","keywords":"Anode; Materials science; Nanocomposite; Electrochemistry; Electrode; Cyclic voltammetry; Lithium (medication); Chemical engineering; Lithium-ion battery; Carbon nanotube; Nanoparticle; Ternary operation; Nanotechnology; Analytical Chemistry (journal); Battery (electricity); 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":[0.0001098766,0.0003052901,0.0002597507,0.0003220734,0.000211255,0.0002868051,0.0002915298,0.0003624746,0.0006872444],"category_scores_gemma":[0.0001552964,0.0001675567,0.0002212727,0.0002207878,0.0001266166,0.0002378665,0.0002142525,0.0002369509,0.0002911729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002598847,"about_ca_system_score_gemma":0.0002260304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006308531,"about_ca_topic_score_gemma":0.002544235,"domain_scores_codex":[0.9999031,0.000009529258,0.000008859151,0.0000222525,0.00003717364,0.00001905867],"domain_scores_gemma":[0.9999421,0.000006519252,0.00001288242,0.000004206746,0.00001829374,0.00001609666],"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":[0.00003928786,0.00001373735,0.0000449464,0.00008527668,0.000006107235,0.00005393964,0.00001039551,0.0001851292,0.9978522,0.000104679,0.00004929965,0.001555085],"study_design_scores_gemma":[0.00001051582,0.00008647922,0.0005069092,0.00000500515,0.00001913734,0.00006750113,0.00001110498,0.001771513,0.995894,0.0000311302,0.001588801,0.000007911442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860641,0.001742453,0.007180078,0.0001146779,0.0001052289,0.0000523403,0.0002361448,0.0002528364,0.004252214],"genre_scores_gemma":[0.9926912,0.0004635967,0.004140645,0.00002285348,0.00001235316,0.00002067836,0.0001325433,0.0000350972,0.002481025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006872444,"threshold_uncertainty_score":0.00229907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395426586879861,"score_gpt":0.2157856675723099,"score_spread":0.2018314017035113,"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."}}