{"id":"W4309045655","doi":"10.1515/nanoph-2022-0600","title":"Maximum electromagnetic local density of states via material structuring","year":2022,"lang":"en","type":"article","venue":"Nanophotonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Defense Advanced Research Projects Agency; National Science Foundation","keywords":"Structuring; Nanomaterials; Metamaterial; Materials science; Nanotechnology; Optoelectronics; Business","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":[0.0004958986,0.0003615037,0.000238496,0.000456205,0.0003136449,0.001066199,0.000417892,0.0005223537,0.001513032],"category_scores_gemma":[0.001650925,0.0002562756,0.0001494232,0.0002337513,0.0009592774,0.0009473153,0.0008282831,0.0003778075,0.0003364724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005532483,"about_ca_system_score_gemma":0.0002544122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001553071,"about_ca_topic_score_gemma":0.0003323973,"domain_scores_codex":[0.9997535,0.00005250348,0.000009502498,0.00004142177,0.000107962,0.00003498603],"domain_scores_gemma":[0.9990074,0.0006390918,0.0001309859,0.000123008,0.00006547552,0.00003397123],"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":[0.0001619761,0.0001378884,0.001808078,0.0005199013,0.00002963988,0.0003434867,0.000277822,0.1932529,0.4132324,0.3584128,0.001210482,0.03061254],"study_design_scores_gemma":[0.00002469034,0.0002364099,0.001597324,0.0001006446,0.00003179695,0.0003457465,0.0001115069,0.6740995,0.2116197,0.1046263,0.007157847,0.00004849793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5167043,0.001710777,0.3990742,0.0005322646,0.00006559137,0.00005971576,0.0001677671,0.000684767,0.08100057],"genre_scores_gemma":[0.9757892,0.0003152455,0.02241085,0.00005531171,0.00001340368,0.00006529854,0.00004210711,0.00006167314,0.001246947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001513032,"threshold_uncertainty_score":0.005061626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003211785855208783,"score_gpt":0.1765201493015272,"score_spread":0.1733083634463184,"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."}}