{"id":"W4313156617","doi":"10.2139/ssrn.4229498","title":"Biomass-Derived Carbon Coated Sio2 Nanotubes as Superior Anode for Lithium-Ion Batteries","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Anode; Lithium (medication); Carbon nanotube; Materials science; Biomass (ecology); Ion; Carbon fibers; Nanotechnology; Chemical engineering; Composite number; Chemistry; Electrode; Composite material; Organic 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":[0.00009596826,0.00025321,0.0001349518,0.0002665605,0.000150552,0.0004144149,0.0001852362,0.0003710137,0.0009566867],"category_scores_gemma":[0.0001601359,0.0001141128,0.000119752,0.0002107339,0.0001356877,0.0003497017,0.000187401,0.000221839,0.0003464819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761074,"about_ca_system_score_gemma":0.00008892832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002590473,"about_ca_topic_score_gemma":0.001245927,"domain_scores_codex":[0.9999393,0.000005687262,0.000004754233,0.00001195448,0.00002898901,0.000009298542],"domain_scores_gemma":[0.9999522,0.000008578296,0.000007755885,0.000003852282,0.00001784113,0.000009705921],"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":[0.00007802687,0.00001688151,0.0002039828,0.00009202075,0.000005768733,0.000088953,0.00001699642,0.000247508,0.9960043,0.0002707761,0.0001372276,0.002837578],"study_design_scores_gemma":[0.000008944679,0.000174797,0.001449176,0.00001003921,0.00001503538,0.00006462084,0.00003433381,0.002695244,0.9926903,0.00008428524,0.00276711,0.000006087724],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925579,0.002100498,0.0009567549,0.00008985562,0.0001123533,0.00000760811,0.0001658649,0.0000483001,0.003960844],"genre_scores_gemma":[0.9961143,0.0008666187,0.0009227097,0.00001749316,0.00002230538,0.000004738522,0.0001353908,0.00001246022,0.001904007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009566867,"threshold_uncertainty_score":0.003200412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008600002663406709,"score_gpt":0.2318825465048537,"score_spread":0.223282543841447,"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."}}