{"id":"W2785559345","doi":"10.1021/acsnano.7b08580","title":"Scalable Inkjet-Based Structural Color Printing by Molding Transparent Gratings on Multilayer Nanostructured Surfaces","year":2018,"lang":"en","type":"article","venue":"ACS Nano","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Structural coloration; Materials science; Inkwell; Lamination; Grating; Primary color; Substrate (aquarium); Optoelectronics; Color filter array; Molding (decorative); Nanotechnology; Layer (electronics); Computer science; Color gel; Composite material; Artificial intelligence; Photonic crystal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106618,0.0003035372,0.0001598726,0.0002155417,0.00009749593,0.000310567,0.0003263601,0.0002534179,0.0004700849],"category_scores_gemma":[0.0002114033,0.0002433047,0.0003106638,0.0001416181,0.0002067976,0.000280497,0.0002732541,0.0004358067,0.0002351865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000262527,"about_ca_system_score_gemma":0.0001276691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003687135,"about_ca_topic_score_gemma":0.0007910143,"domain_scores_codex":[0.9998679,0.000009290795,0.00001006065,0.00003219409,0.00006013575,0.00002039562],"domain_scores_gemma":[0.999872,0.00003450584,0.00003567227,0.00002877637,0.00001702955,0.0000119925],"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":[0.000007328112,0.0000076735,0.00007140912,0.00003553178,0.000003404776,0.00004438204,0.00001613702,0.0005477057,0.9953976,0.000182815,0.00005608912,0.003629878],"study_design_scores_gemma":[0.00000417116,0.00003880675,0.0003629544,0.000003175298,0.00000585419,0.00005546843,0.000007311823,0.006851736,0.9913056,0.00005982126,0.001299738,0.000005263938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8824304,0.001409211,0.1062971,0.0001130714,0.0001985949,0.00008697209,0.0002547131,0.001350007,0.007859909],"genre_scores_gemma":[0.9165652,0.0007025608,0.08019293,0.00006733788,0.00002222432,0.00005744027,0.0001396111,0.00009238823,0.002160378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004700849,"threshold_uncertainty_score":0.001904786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179440278335662,"score_gpt":0.2442962321943864,"score_spread":0.2325018294110298,"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."}}