{"id":"W4399682684","doi":"10.17683/ijomam/issue16.22","title":"ADVANCEMENTS IN CELLULOSE/REDUCED GRAPHENE OXIDE COMPOSITES: SYNTHESIS, CHARACTERIZATION AND APPLICATIONS IN TRANSISTOR TECHNOLOGIES","year":2024,"lang":"en","type":"article","venue":"International Journal of Mechatronics and Applied Mechanics","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Concordia University","funders":"","keywords":"Graphene; Oxide; Materials science; Cellulose; Characterization (materials science); Transistor; Nanotechnology; Composite material; Chemical engineering; Electrical engineering; Engineering; Metallurgy","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":[0.0006470362,0.0005922528,0.0004666105,0.001035039,0.0001926874,0.0005286943,0.000322946,0.0005581639,0.0006907876],"category_scores_gemma":[0.0005115474,0.0002773654,0.0005197136,0.0010554,0.0002504173,0.001058425,0.000273076,0.0008897468,0.0004082762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004434226,"about_ca_system_score_gemma":0.0004953624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006378547,"about_ca_topic_score_gemma":0.00122063,"domain_scores_codex":[0.9996973,0.00004045695,0.00003312237,0.00007413689,0.0001286088,0.00002644307],"domain_scores_gemma":[0.9997711,0.00009672652,0.00004842734,0.00001306214,0.00005745786,0.00001334253],"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":[0.0001078032,0.000135086,0.0007417209,0.013754,0.0001015168,0.0006330993,0.0002185418,0.0021583,0.6420316,0.00800147,0.002764943,0.3293518],"study_design_scores_gemma":[0.00001529971,0.0006239258,0.003430387,0.001212897,0.0002207039,0.002708922,0.0001444995,0.002727211,0.6174699,0.003759017,0.3675804,0.0001068917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03139659,0.94054,0.01701703,0.0008321789,0.0004746286,0.000053875,0.000176508,0.00009070401,0.009418468],"genre_scores_gemma":[0.1038417,0.8729128,0.01827638,0.000538509,0.0003797794,0.00006949371,0.0002178909,0.00002999092,0.003733516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001035039,"threshold_uncertainty_score":0.003421903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008527073849455913,"score_gpt":0.2287331029357946,"score_spread":0.2202060290863387,"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."}}