{"id":"W1766242247","doi":"10.1051/epjam/2015016","title":"Synthesis of electromagnetic metasurfaces: principles and illustrations","year":2015,"lang":"en","type":"article","venue":"EPJ Applied Metamaterials","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Realization (probability); Polarization (electrochemistry); Physics; Optics; Electromagnetic radiation; Electromagnetic field; Dielectric; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002832534,0.0003092819,0.0009159737,0.0001081115,0.0001391699,0.0001778735,0.0003633352,0.0001220702,0.0009536564],"category_scores_gemma":[0.0003458657,0.0002538348,0.00006543964,0.0002259347,0.000282443,0.0001748486,0.0001449277,0.00004992037,0.0002386173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002559307,"about_ca_system_score_gemma":0.0001424153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006668567,"about_ca_topic_score_gemma":0.00001020748,"domain_scores_codex":[0.9973783,0.0002503797,0.0009907971,0.0005258882,0.0004389622,0.0004156898],"domain_scores_gemma":[0.99817,0.0002093374,0.0005353883,0.0006493522,0.0001698124,0.0002661157],"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":[0.00005787906,0.00007020952,0.00001098865,0.00007630592,0.00003632193,5.85606e-7,0.0001949387,0.0001002247,0.9702713,0.02878232,0.0001825519,0.0002163983],"study_design_scores_gemma":[0.0003664527,0.00006713565,0.0003185594,0.00001577458,0.0002802214,0.000009311269,0.0001966409,0.00002045274,0.9872761,0.002497498,0.008692155,0.0002597455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926099,0.000556195,0.0003772574,0.000122759,0.0003644319,0.0007327213,0.0001926244,0.0001240975,0.004919985],"genre_scores_gemma":[0.9266757,0.0001194557,0.07240338,0.00003901154,0.00007060314,0.0004386397,0.00002016721,0.00003808028,0.0001949254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07202612,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05718480557685562,"score_gpt":0.2636584538611478,"score_spread":0.2064736482842922,"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."}}