{"id":"W4410582505","doi":"10.23919/eucap63536.2025.11000004","title":"Dual-Band Frequency Selective Surface Sensor for Detection and Mapping of Coating Wear","year":2025,"lang":"en","type":"article","venue":"","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Coating; Materials science; Multi-band device; Tunable metamaterials; Dual (grammatical number); Optoelectronics; Acoustics; Computer science; Composite material; Telecommunications; Physics","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":[0.0002602827,0.0003315361,0.0004152299,0.0004333042,0.0001082331,0.0002495188,0.0005148071,0.0006677639,0.0008903251],"category_scores_gemma":[0.000385624,0.0002079089,0.0002391664,0.0002171031,0.0002515161,0.0003924973,0.000327918,0.0003651515,0.0004245585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001866448,"about_ca_system_score_gemma":0.0001359362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003043793,"about_ca_topic_score_gemma":0.000643436,"domain_scores_codex":[0.9995503,0.00004460181,0.00001376014,0.0001139164,0.000243145,0.00003427202],"domain_scores_gemma":[0.9997327,0.00006666415,0.00006472263,0.0000314545,0.00008463317,0.00001988838],"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":[0.0000578763,0.00001424966,0.0003520693,0.00006484077,0.000005084861,0.00002046572,0.00001835418,0.0001866336,0.9917105,0.00005118508,0.00009533693,0.007423195],"study_design_scores_gemma":[0.00001762622,0.0003932337,0.005635475,0.00001014432,0.00002393024,0.0005107491,0.0000503197,0.01499573,0.9758201,0.00007382077,0.002439488,0.00002923941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8412055,0.003338004,0.1501685,0.0001908643,0.0002230219,0.00008729808,0.0003313163,0.001198998,0.003256618],"genre_scores_gemma":[0.9232914,0.0006311855,0.07316224,0.00009539106,0.00003628701,0.00004436325,0.0001277467,0.00002718199,0.00258405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008903251,"threshold_uncertainty_score":0.002978384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601642895114944,"score_gpt":0.2300815686362835,"score_spread":0.214065139685134,"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."}}