{"id":"W3182706251","doi":"10.1016/j.jpowsour.2021.230244","title":"Application of recycled Si from industrial waste towards Si/rGO composite material for long lifetime lithium-ion battery","year":2021,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; Soonchunhyang University","keywords":"Materials science; Composite number; Anode; Lithium (medication); Chemical engineering; Battery (electricity); Silicon; Carbon fibers; Reuse; Amorphous solid; Pulmonary surfactant; Lithium-ion battery; Waste management; Composite material; Metallurgy; Chemistry; Electrode; 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":[0.0001249851,0.00034718,0.0002080981,0.0003254464,0.000143185,0.000282571,0.0002446232,0.0003557342,0.0007809757],"category_scores_gemma":[0.0001156157,0.0001541633,0.0003413217,0.0002116691,0.0001502765,0.000309358,0.0001673796,0.0003386881,0.0003507239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150237,"about_ca_system_score_gemma":0.0001724801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002089478,"about_ca_topic_score_gemma":0.0009807798,"domain_scores_codex":[0.9999338,0.000005340733,0.000005204909,0.00001590748,0.00002281521,0.00001693561],"domain_scores_gemma":[0.9999586,0.000006167569,0.00001058152,0.000004710224,0.00001368677,0.00000611501],"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":[0.00005405858,0.00001295746,0.00008165692,0.00008492143,0.000004154116,0.00007460098,0.00001416868,0.0001336039,0.9974027,0.00005184839,0.00003918936,0.002046037],"study_design_scores_gemma":[0.00000293403,0.000090358,0.0004177323,0.000004744332,0.00001052422,0.00006565552,0.00001862402,0.0005446827,0.9981273,0.00001388761,0.0006997992,0.000003754891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990335,0.001830873,0.00460816,0.00008142683,0.00007981854,0.00002106277,0.0001207786,0.0001621828,0.00276081],"genre_scores_gemma":[0.9943486,0.0006430309,0.003012546,0.00003558985,0.00000897736,0.00001011655,0.00008306419,0.00002273924,0.001835376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007809757,"threshold_uncertainty_score":0.002612591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140034739806577,"score_gpt":0.2430940667763991,"score_spread":0.2290905927957413,"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."}}