{"id":"W4320494410","doi":"10.21926/rpm.2301008","title":"Advances in Quantum Properties of Graphene and Derivatives Applied to Functional Nanomaterials and Metamaterials","year":2023,"lang":"en","type":"article","venue":"Recent Progress in Materials","topic":"Graphene research and applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"NASA Astrobiology Institute; Universidad de Córdoba; Universidad Nacional de Córdoba; University of Akron; National Aeronautics and Space Administration","keywords":"Graphene; Nanomaterials; Quantum; Materials science; Nanotechnology; Fermi level; Fermi energy; Metamaterial; Electron; Topology (electrical circuits); Physics; Quantum mechanics; Optoelectronics","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":[0.0002989361,0.000326959,0.0001713544,0.0004492018,0.0001682701,0.000357514,0.0002587689,0.0003965525,0.001163819],"category_scores_gemma":[0.0004013125,0.0001357083,0.000240091,0.0003796027,0.000365422,0.0006594769,0.000288984,0.0004309644,0.0002621883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134937,"about_ca_system_score_gemma":0.0001278427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002459644,"about_ca_topic_score_gemma":0.0002929938,"domain_scores_codex":[0.9998777,0.00002624383,0.000007469019,0.00002516492,0.00004959912,0.00001382023],"domain_scores_gemma":[0.99985,0.00006696076,0.00002163792,0.00002421585,0.00002949308,0.000007672049],"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":[0.00007110214,0.00004924763,0.0004954959,0.0009947419,0.00002237892,0.0001919882,0.0001195785,0.002095767,0.9014131,0.02691427,0.000599402,0.06703291],"study_design_scores_gemma":[0.000005125207,0.0002231772,0.002008045,0.00006191458,0.00004214552,0.000489325,0.00004973022,0.007244706,0.9215294,0.005975317,0.06232125,0.00004985663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6666418,0.1683348,0.09546628,0.001691377,0.0009032143,0.00009167346,0.0004861255,0.000418373,0.06596626],"genre_scores_gemma":[0.924044,0.02997285,0.04009943,0.0001460286,0.0001674162,0.00003951327,0.0001679625,0.000081178,0.00528173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001163819,"threshold_uncertainty_score":0.003893316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04205185748072894,"score_gpt":0.3043371244779443,"score_spread":0.2622852669972154,"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."}}