{"id":"W2963946622","doi":"10.1364/qels.2012.qm2e.6","title":"Topological Transitions in Metamaterials","year":2012,"lang":"en","type":"article","venue":"","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Metamaterial; Topology (electrical circuits); Physics; Computer science; Optics; Engineering; Electrical engineering","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":[0.0001742369,0.0001918108,0.0001312957,0.0006464965,0.0004241426,0.0008849709,0.0002987902,0.0003598536,0.002030368],"category_scores_gemma":[0.0007768329,0.0001068304,0.0001185084,0.0002522899,0.0009764076,0.001064857,0.0005387355,0.0005059128,0.0003407724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002613899,"about_ca_system_score_gemma":0.0001637119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006874989,"about_ca_topic_score_gemma":0.00009181204,"domain_scores_codex":[0.9999027,0.00002395319,0.000004202875,0.00001236723,0.00003460372,0.00002216582],"domain_scores_gemma":[0.9998652,0.00005118801,0.00002022145,0.00002139068,0.00001840862,0.00002360475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004683787,0.00002011459,0.0001214355,0.00005571212,0.000002752861,0.00007575988,0.00006887715,0.003444822,0.03533139,0.950213,0.0008815804,0.009737564],"study_design_scores_gemma":[0.0000325988,0.00009676362,0.0002796959,0.00003413407,0.000006534961,0.0002384098,0.0001146708,0.05286941,0.04220378,0.8905668,0.0135262,0.00003101801],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5990314,0.004073061,0.2007653,0.003607482,0.001154709,0.00007345786,0.0002223893,0.0008531312,0.1902191],"genre_scores_gemma":[0.9839512,0.0007374251,0.0100952,0.0001501855,0.000135367,0.00003762032,0.00004626306,0.00005026335,0.004796511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002030368,"threshold_uncertainty_score":0.006792247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0456580293470558,"score_gpt":0.2990758473645966,"score_spread":0.2534178180175408,"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."}}