{"id":"W3186869418","doi":"10.1002/adsu.202100152","title":"3D Network of Sepia Melanin and N‐ and, S‐Doped Graphitic Carbon Quantum Dots for Sustainable Electrochemical Capacitors","year":2021,"lang":"en","type":"article","venue":"Advanced Sustainable Systems","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Polytechnique Montréal","funders":"","keywords":"Supercapacitor; Sepia; Materials science; Faraday efficiency; Capacitance; Electrochemistry; Chemical engineering; Electrolyte; Carbon fibers; Electrode; Nanotechnology; Chemistry; Composite material; Officinalis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007358409,0.0002495951,0.0005747041,0.00007075094,0.0002532782,0.0001527301,0.0001258527,0.0001520338,0.000009603003],"category_scores_gemma":[0.0004674052,0.000241633,0.00005086277,0.0003785924,0.0001577047,0.0003738264,0.00009640365,0.00008348354,5.747669e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579607,"about_ca_system_score_gemma":0.000155109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007237531,"about_ca_topic_score_gemma":0.000006793474,"domain_scores_codex":[0.9976127,0.0001726107,0.0005239699,0.0005468089,0.0002249379,0.0009189346],"domain_scores_gemma":[0.998129,0.0002226806,0.000205257,0.0003503308,0.0009513005,0.0001414132],"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":[0.0001558602,0.00003800299,0.0004846189,0.001997209,0.00002269494,0.00005068307,0.0004299107,0.0002737432,0.8963044,0.1001121,0.00008180878,0.0000489737],"study_design_scores_gemma":[0.003228855,0.0007714307,0.0004509901,0.0003170809,0.0001987667,0.0002896057,0.05964759,0.006579113,0.8850664,0.02920157,0.01306352,0.001185098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908087,0.005707587,0.001621052,0.00005229657,0.0004316556,0.0009102558,0.000009018671,0.00007134291,0.0003881534],"genre_scores_gemma":[0.9972949,0.0001440932,0.0008217161,0.00002174953,0.0002542642,0.0003010727,0.00002419569,0.0000408883,0.001097123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07091051,"threshold_uncertainty_score":0.985351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005777437076089424,"score_gpt":0.2178948565674745,"score_spread":0.2121174194913851,"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."}}