{"id":"W2958533591","doi":"10.1016/j.nanoso.2019.100362","title":"Green approaches to synthesize reduced graphene oxide and assessment of its electrical properties","year":2019,"lang":"en","type":"article","venue":"Nano-Structures & Nano-Objects","topic":"Graphene research and applications","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Graphene; Oxide; Materials science; Zeta potential; Cyclic voltammetry; Nanotechnology; Reagent; Transmission electron microscopy; Dynamic light scattering; Chemical engineering; Fourier transform infrared spectroscopy; Nanomaterials; Electrochemistry; Chemistry; Nanoparticle; Organic chemistry; Electrode; Metallurgy; Physical chemistry","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":[0.0004464174,0.0003195304,0.0005182578,0.0003151046,0.000190881,0.0001170742,0.0005836955,0.0001615604,0.0001614532],"category_scores_gemma":[0.0001556137,0.0002397301,0.000110444,0.0007405474,0.0001611873,0.0001963858,0.0002262383,0.0002071984,0.00004159747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006517456,"about_ca_system_score_gemma":0.0003969232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002381242,"about_ca_topic_score_gemma":0.00005386099,"domain_scores_codex":[0.9971247,0.0001975568,0.0004406823,0.0007468053,0.000765604,0.0007246535],"domain_scores_gemma":[0.9985724,0.0001558518,0.0001716945,0.0006264847,0.0001442672,0.0003293075],"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":[0.00008704104,0.00006205927,0.0009219467,0.0001604411,0.000028462,0.000001349329,0.0001874597,0.00003757405,0.9856797,0.01070621,0.00008071365,0.002046965],"study_design_scores_gemma":[0.0004006577,0.0002552922,0.01705031,0.00006457103,0.00002770123,0.00002019376,0.0001055171,0.0001420046,0.978706,0.002586319,0.000340358,0.0003010623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955086,0.001067883,0.00004840106,0.0003275205,0.00009075243,0.001373466,0.00004306504,0.00008826156,0.001452019],"genre_scores_gemma":[0.9930087,0.00006869437,0.006166448,0.00009248785,0.0000568199,0.0001694145,0.000007208403,0.00003791069,0.000392256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01612837,"threshold_uncertainty_score":0.977591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05256167220162531,"score_gpt":0.275236155012021,"score_spread":0.2226744828103957,"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."}}