{"id":"W7132916175","doi":"","title":"An Investigation on Renewable Carbons as Natural Sources of Fluorescent and Conductive Materials for Smart Device Applications","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Graphene; Carbon fibers; Carbonization; Nanoparticle; Pyrolysis; Carbon black; Electrode; Carbon nanotube; Hydrothermal carbonization","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008575824,0.0002008551,0.000071754,0.0003238141,0.0001327809,0.0002164173,0.0001632028,0.0002614659,0.00068832],"category_scores_gemma":[0.0001165586,0.00007354581,0.0001422614,0.0001657281,0.0001107037,0.0002760131,0.0001086015,0.0001864224,0.0001763647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001974659,"about_ca_system_score_gemma":0.0001367496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000305537,"about_ca_topic_score_gemma":0.000755883,"domain_scores_codex":[0.9999372,0.000007178477,0.000002904325,0.00001196286,0.00002914598,0.00001165202],"domain_scores_gemma":[0.9999585,0.000009579429,0.000006806074,0.000003924183,0.00001528498,0.000005881964],"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":[0.00003393633,0.00003461249,0.0002845446,0.0001918097,0.000005610664,0.0001761125,0.00002326736,0.0002147357,0.9872134,0.001595282,0.00009524525,0.0101314],"study_design_scores_gemma":[0.000004144734,0.0002106023,0.001636711,0.00002211504,0.000008115413,0.0002442178,0.00003946398,0.001395736,0.9883263,0.0002471629,0.007860034,0.00000544057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671513,0.01459452,0.006334595,0.0002907604,0.0000517691,0.00004777091,0.0002029039,0.00005121489,0.0112752],"genre_scores_gemma":[0.9883084,0.004194989,0.004297527,0.00006351442,0.00001088227,0.00002019958,0.000127822,0.000009288782,0.002967301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00068832,"threshold_uncertainty_score":0.002302647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03967908093322643,"score_gpt":0.3300554712460025,"score_spread":0.2903763903127761,"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."}}