{"id":"W4403502952","doi":"10.1007/s40820-024-01512-3","title":"Gradient-Layered MXene/Hollow Lignin Nanospheres Architecture Design for Flexible and Stretchable Supercapacitors","year":2024,"lang":"en","type":"article","venue":"Nano-Micro Letters","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China; China Scholarship Council; University of Toronto; National Natural Science Foundation of China; Canada Research Chairs","keywords":"Materials science; Supercapacitor; MXenes; Electrode; Capacitive sensing; Nanotechnology; Energy storage; Porosity; Composite material; Stretchable electronics; Lignin; Electrochemistry; Electronics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006229334,0.0003877933,0.0004261999,0.0001522633,0.0002714757,0.0006739008,0.0003212279,0.0001596681,0.0003944048],"category_scores_gemma":[0.0000620221,0.0003260983,0.0001390401,0.0002007483,0.0001879663,0.0003079748,0.00009263243,0.0001147041,0.0001167085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008275887,"about_ca_system_score_gemma":0.00009492721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001489634,"about_ca_topic_score_gemma":0.00001493391,"domain_scores_codex":[0.9976779,0.0001449396,0.0004045693,0.0007895542,0.0002431278,0.000739893],"domain_scores_gemma":[0.999063,0.0002992488,0.00006517937,0.0003634769,0.00004111997,0.000167965],"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":[0.00009316437,0.00002653184,0.00001162549,0.0002698977,0.00003397033,0.00002783112,0.0007600093,0.0001465947,0.889328,0.000240225,0.1082662,0.000795941],"study_design_scores_gemma":[0.0005657329,0.000160472,0.000006023562,0.0001646149,0.00004633069,0.00004358239,0.00009689332,0.00005924926,0.936996,0.0008757569,0.06059532,0.0003900658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821842,0.001112792,0.009805169,0.002571152,0.002629142,0.0008723778,0.0002665674,0.0004562967,0.000102343],"genre_scores_gemma":[0.9626482,0.00007030976,0.03167337,0.002681096,0.0008420054,0.0002708626,0.00004728736,0.0001261913,0.001640652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04767086,"threshold_uncertainty_score":0.9999191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136677074303074,"score_gpt":0.2479847181546065,"score_spread":0.2266179474115757,"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."}}