{"id":"W2936986332","doi":"10.1002/adom.201900237","title":"Microlens Arrays above Interlaced Plasmonic Pixels for Optical Security Devices with High‐Resolution Multicolor Motion Effects","year":2019,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microlens; Pixel; Optics; Image resolution; Materials science; Computer vision; Artificial intelligence; Resolution (logic); Computer science; Optoelectronics; Lens (geology); Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001310598,0.0002529948,0.0004170689,0.00003234055,0.0001066857,0.00009928818,0.000158873,0.00008121733,0.0002050425],"category_scores_gemma":[0.00001704931,0.0002083123,0.00007822762,0.00006999403,0.00007598758,0.000231001,0.00005899308,0.0001026685,0.000112801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005740111,"about_ca_system_score_gemma":0.00003124398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002474562,"about_ca_topic_score_gemma":0.000004976722,"domain_scores_codex":[0.9985966,0.00002790401,0.0003320906,0.000465992,0.0001282217,0.0004492067],"domain_scores_gemma":[0.9990132,0.0003117519,0.0001436607,0.0003133414,0.00009349688,0.0001245516],"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":[0.0003422726,0.0002308665,0.00009174515,0.0001157273,0.00005574997,4.12013e-7,0.00005810953,0.0004772443,0.9135322,0.08419903,0.000008631428,0.0008880149],"study_design_scores_gemma":[0.002610901,0.000395683,0.001527548,0.0001232175,0.00008206444,0.000001528394,0.0001068056,0.0007960299,0.9845826,0.008747332,0.0007006493,0.0003256118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555038,0.00001129968,0.04167032,0.0001726386,0.0002487476,0.001722938,0.0002150672,0.00006325702,0.0003919816],"genre_scores_gemma":[0.9781187,0.000001710603,0.02073559,0.00005186966,0.0001308643,0.0006725015,0.0001951903,0.00003669542,0.00005686841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0754517,"threshold_uncertainty_score":0.8494731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003788089493240124,"score_gpt":0.2329105578070243,"score_spread":0.2291224683137841,"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."}}