{"id":"W4395044221","doi":"10.1007/s13369-024-09045-y","title":"Simple and Harmless Fabrication of Reduced Graphene Oxide-Based Transparent Conductive Film Using L-Ascorbic Acid as Reducing Agent","year":2024,"lang":"en","type":"article","venue":"Arabian Journal for Science and Engineering","topic":"Graphene research and applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Light Source (Canada)","funders":"","keywords":"Graphene; Ascorbic acid; Materials science; Fabrication; Oxide; Reducing agent; Nanotechnology; Coating; Sheet resistance; Chemical engineering; Chemistry; Metallurgy; Layer (electronics)","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":[0.0001210778,0.000329873,0.0002242666,0.0003430113,0.0002773498,0.0002547561,0.0005669498,0.0005436663,0.0006925952],"category_scores_gemma":[0.0001937288,0.0003044443,0.000283412,0.0002254692,0.0001734446,0.0003753339,0.0002272012,0.0006061384,0.000265599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444482,"about_ca_system_score_gemma":0.0001864752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004318963,"about_ca_topic_score_gemma":0.00142053,"domain_scores_codex":[0.9998536,0.000008754137,0.00001148033,0.0000391372,0.00006673997,0.00002030719],"domain_scores_gemma":[0.9998928,0.00002026158,0.00002718035,0.00001895646,0.00002575402,0.00001502967],"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":[0.000007264363,0.000007056579,0.00003104566,0.00004789896,0.000002353888,0.00007849442,0.00001992948,0.00002014769,0.998546,0.00007418511,0.00007024944,0.001095379],"study_design_scores_gemma":[0.000002940757,0.0000458628,0.0003254295,0.000003581091,0.00000745807,0.00009958082,0.00001401392,0.0003904542,0.9977933,0.00002694448,0.001284844,0.000005444485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480533,0.003095419,0.03996999,0.0004593534,0.0003470368,0.0001193888,0.0005787846,0.0008025817,0.006574066],"genre_scores_gemma":[0.9568314,0.001495166,0.0371644,0.0001181488,0.00003329767,0.00005646667,0.0002787733,0.00004226892,0.003979959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006925952,"threshold_uncertainty_score":0.002317011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05469179475889994,"score_gpt":0.3272629422412222,"score_spread":0.2725711474823222,"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."}}