{"id":"W2897451283","doi":"10.1002/adom.201801179","title":"Electrochromic‐Polymer‐Based Switchable Plasmonic Color Devices Using Surface‐Relief Nanostructure Pixels","year":2018,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; British Columbia Knowledge Development Fund; Simon Fraser University; Canada Foundation for Innovation","keywords":"Materials science; Electrochromism; Plasmon; Structural coloration; Optoelectronics; Nanostructure; Polymer; Color filter array; High color; Nanotechnology; Color gel; Computer science; Electrode; Layer (electronics); Color image; Photonic crystal; Image processing; Image (mathematics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002590981,0.0003283599,0.000478879,0.00005173326,0.0004939997,0.0002382469,0.0004212111,0.0001733359,0.002615412],"category_scores_gemma":[0.00009213395,0.0002903495,0.00006221773,0.0002652749,0.0003650038,0.0003097808,0.0001245728,0.00009705282,0.000429496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009564427,"about_ca_system_score_gemma":0.0001795187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009394133,"about_ca_topic_score_gemma":0.00002672197,"domain_scores_codex":[0.9976745,0.00007135008,0.0005362969,0.0006637302,0.0002704144,0.000783707],"domain_scores_gemma":[0.9987192,0.000172185,0.0002484618,0.0005304381,0.0001442714,0.0001854037],"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":[0.0001268632,0.00004785953,0.00001187975,0.00002929362,0.000008673746,0.000002347991,0.0000353725,0.0001714064,0.9976153,0.00177779,0.00003849674,0.0001347081],"study_design_scores_gemma":[0.0005479129,0.000211976,0.00006632562,0.00005967253,0.00004589859,0.00001840823,0.00004353852,0.0001774312,0.9970157,0.0005425095,0.0009010209,0.0003696776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964028,0.0002039953,0.001126548,0.000329563,0.0009713296,0.0004034598,0.0000929816,0.0002181501,0.00025119],"genre_scores_gemma":[0.9659852,0.000006131756,0.03294384,0.0004682246,0.0003116505,0.00003477114,0.00002069489,0.00005433202,0.0001751245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03181729,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577465908012066,"score_gpt":0.2811016640384505,"score_spread":0.2653270049583298,"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."}}