{"id":"W4400380174","doi":"10.1016/j.carbon.2024.119407","title":"Carbon nanotubes as efficient anode current collectors for stationary aqueous Zn–Br2 batteries","year":2024,"lang":"en","type":"article","venue":"Carbon","topic":"Advanced battery technologies research","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research","funders":"","keywords":"Anode; Carbon nanotube; Aqueous solution; Current (fluid); Materials science; Current collector; Chemical engineering; Electrochemistry; Carbon fibers; Nanotechnology; Electrode; Composite material; Chemistry; Organic chemistry; Electrical engineering; Composite number; Physical 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":[0.0003908501,0.0002950702,0.00024958,0.0007535772,0.0004165376,0.0008311642,0.0005811429,0.0006755914,0.0009984105],"category_scores_gemma":[0.0005096491,0.0002505128,0.0001763468,0.0004010811,0.0002291025,0.0007450517,0.0002761687,0.0003068056,0.0004736355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005621416,"about_ca_system_score_gemma":0.0002439128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009089971,"about_ca_topic_score_gemma":0.002189555,"domain_scores_codex":[0.9997285,0.00003684107,0.0000196,0.0000532075,0.0001282797,0.00003362129],"domain_scores_gemma":[0.9998295,0.00003779859,0.00001845414,0.00001405124,0.00008180676,0.00001840312],"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":[0.0002107126,0.00004575316,0.0002437309,0.0001755911,0.00001477733,0.0001075675,0.00006736352,0.0006460395,0.9845405,0.00128028,0.0005351885,0.01213253],"study_design_scores_gemma":[0.00001287906,0.00011426,0.0004267787,0.00001122867,0.00001371952,0.00005403327,0.00002109902,0.0044663,0.9908799,0.0001223165,0.003867929,0.000009538703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741508,0.008481865,0.009387347,0.0003754852,0.0003295399,0.0000582183,0.0003021488,0.0002575045,0.006657197],"genre_scores_gemma":[0.9883301,0.001960343,0.004288639,0.00004078218,0.00005762569,0.00001611006,0.0001755927,0.00004101328,0.005089703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009984105,"threshold_uncertainty_score":0.004078686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553246773597169,"score_gpt":0.2838598375601605,"score_spread":0.2683273698241889,"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."}}