{"id":"W7037517698","doi":"","title":"Electrochemical Exfoliation of Graphite and Purification of the Formed Graphene Oxide","year":2023,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Graphene research and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Nanomaterials; Graphene; Exfoliation joint; Electrochemistry; Oxide; Electrolyte; Graphite; Electrode","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":[0.0001803524,0.0002791614,0.0001921698,0.0003218069,0.0001830774,0.0002008833,0.0001946004,0.0002301213,0.001430944],"category_scores_gemma":[0.0003094026,0.00009380205,0.0002051289,0.0003422499,0.0001392137,0.0001977221,0.0002221211,0.0005035515,0.0004775097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528316,"about_ca_system_score_gemma":0.000286882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003731516,"about_ca_topic_score_gemma":0.001780571,"domain_scores_codex":[0.9998509,0.00002296284,0.00001107576,0.00002870117,0.00006497044,0.00002139943],"domain_scores_gemma":[0.9999042,0.00003425559,0.00001265335,0.00001433155,0.00002689943,0.000007725933],"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":[0.00005025366,0.00002655486,0.0002420347,0.0002396035,0.000007550801,0.0001974324,0.00005925627,0.0002351328,0.9757912,0.0006077113,0.0002787139,0.02226464],"study_design_scores_gemma":[0.000003593795,0.00008352313,0.0009233798,0.00001630006,0.000005247184,0.0001129739,0.00003067901,0.0005118992,0.9922982,0.0001590962,0.005850534,0.000004670477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8745607,0.01206032,0.07173934,0.0008835924,0.000828733,0.0004847245,0.001958445,0.0005765379,0.03690764],"genre_scores_gemma":[0.9392089,0.005112932,0.04301264,0.000204322,0.00004879619,0.00009619803,0.0008041442,0.00003769145,0.01147433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001430944,"threshold_uncertainty_score":0.004787028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429451340186609,"score_gpt":0.23903607812745,"score_spread":0.2247415647255839,"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."}}