{"id":"W4402679804","doi":"10.1002/cssc.202400932","title":"Lignin Nanofiber Flexible Carbon Aerogels for Self‐Standing Supercapacitors","year":2024,"lang":"en","type":"article","venue":"ChemSusChem","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Alberta Innovates; Canada Research Chairs","keywords":"Supercapacitor; Lignin; Materials science; Carbon nanofiber; Nanofiber; Carbon fibers; Carbon nanotube; Aerogel; Chemical engineering; Nanotechnology; Composite material; Chemistry; Electrochemistry; Organic chemistry; Electrode; Composite number","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005722065,0.0002448191,0.000270281,0.00009911539,0.0001434198,0.0003700353,0.0002346446,0.0001752264,0.0002582609],"category_scores_gemma":[0.00005325424,0.0002182176,0.0001236604,0.0002412111,0.00007088876,0.0003334957,0.00004992838,0.00007853338,0.0002072799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015859,"about_ca_system_score_gemma":0.00009225587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003152321,"about_ca_topic_score_gemma":0.000001202625,"domain_scores_codex":[0.9983471,0.00002975,0.0003443223,0.0005539272,0.0002555859,0.00046932],"domain_scores_gemma":[0.9992713,0.0001527219,0.00003615204,0.0003287404,0.00009054319,0.0001204941],"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":[0.0000150502,0.00002918353,0.00007820887,0.0002428409,0.00001679536,0.000003051225,0.001016846,7.838161e-7,0.991485,0.00280306,0.004105766,0.0002034245],"study_design_scores_gemma":[0.0002072623,0.00004938208,0.00001695305,0.00009559782,0.0000407851,0.00001321508,0.0002930182,0.0003946742,0.9607932,0.0007013974,0.0371097,0.0002848215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890434,0.0008017003,0.0002985682,0.0001810604,0.003878517,0.0003803967,0.00005091788,0.0009302058,0.004435246],"genre_scores_gemma":[0.9928123,0.0000303034,0.004569403,0.00005284427,0.001484114,0.0002358548,0.0000271772,0.00006817165,0.0007198463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03300393,"threshold_uncertainty_score":0.8898655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228650669297375,"score_gpt":0.2606787816858032,"score_spread":0.2378137147560657,"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."}}