{"id":"W1551159050","doi":"10.5772/37691","title":"Novel Electromagnetic Phenomena in Graphene and Subsequent Microwave Devices Enabled by Multi-Scale Metamaterials","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Metamaterial; Graphene; Microwave; Scale (ratio); Split-ring resonator; Materials science; Microwave applications; Optoelectronics; Nanotechnology; Computer science; Physics; Telecommunications; Quantum mechanics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00115519,0.0007047651,0.001175566,0.0002497281,0.0001344342,0.0002534648,0.0005215212,0.0003921419,0.00137443],"category_scores_gemma":[0.00001655425,0.0006290995,0.0001312224,0.00003370328,0.0003070599,0.0001366857,0.0002534578,0.0002496229,0.0002371941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104282,"about_ca_system_score_gemma":0.00007599457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003950383,"about_ca_topic_score_gemma":0.0005186634,"domain_scores_codex":[0.996828,0.00008237956,0.001113776,0.0008941016,0.0003298501,0.0007519101],"domain_scores_gemma":[0.9982123,0.00008131148,0.0006354992,0.0007073512,0.0001197436,0.0002437565],"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":[0.00003704041,0.00006017292,0.000002581361,0.00014011,0.00004160256,0.000002119626,0.000188751,6.837436e-8,0.9958429,0.001936654,0.00003463866,0.001713414],"study_design_scores_gemma":[0.000629744,0.00008359831,0.00002987266,0.0001471156,0.0002004809,0.00003075765,0.00001822365,0.000001598183,0.9299107,0.0017296,0.06660231,0.0006160124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134277,0.01356504,0.00282839,0.0001045825,0.001127967,0.003424132,0.001401416,0.0003157398,0.06380508],"genre_scores_gemma":[0.7358025,0.002145839,0.06041156,0.0006275663,0.0007059076,0.001353617,0.000379894,0.0005292198,0.1980439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1776251,"threshold_uncertainty_score":0.999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035347479254355,"score_gpt":0.2488609475408902,"score_spread":0.2185074727483466,"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."}}