{"id":"W4281645170","doi":"10.1364/ao.461446","title":"Biomimetic macroscopic hierarchical moire gratings","year":2022,"lang":"en","type":"article","venue":"Applied Optics","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Defence Research and Development Canada","keywords":"Moiré pattern; Optics; Materials science; Profilometer; Grating; Interferometry; Microscopy; Azobenzene; Diffraction grating; Scanning electron microscope; Optoelectronics; Surface finish; Polymer; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008292765,0.0001996591,0.0001315551,0.0002065853,0.000131393,0.0003038041,0.0002174613,0.0002903928,0.001106942],"category_scores_gemma":[0.0001477211,0.0001683247,0.000118728,0.0001587562,0.0002318827,0.0002612628,0.0002174472,0.0003234599,0.0002756297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003238277,"about_ca_system_score_gemma":0.0001175309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006724964,"about_ca_topic_score_gemma":0.001485406,"domain_scores_codex":[0.9998997,0.000007977016,0.000005391396,0.00002602942,0.00003320196,0.0000276759],"domain_scores_gemma":[0.9998859,0.00001905457,0.0000301221,0.00002884404,0.00001582369,0.00002012225],"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":[0.000009987612,0.000005883611,0.0001005354,0.000018319,0.000002522015,0.00004520408,0.00001451613,0.0005139856,0.9959275,0.001326334,0.00007712726,0.001958096],"study_design_scores_gemma":[0.00001573269,0.0001414351,0.003434616,0.000004721095,0.000006911444,0.0003707341,0.0000398452,0.01160559,0.9772413,0.0004608315,0.006660803,0.00001748405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330565,0.0009765616,0.05038529,0.0002713905,0.00008737153,0.00006467371,0.0004590864,0.0007305537,0.01396857],"genre_scores_gemma":[0.9685856,0.0003080319,0.02781246,0.00006114772,0.00001397569,0.00002271826,0.0001932752,0.00002398908,0.002978761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001106942,"threshold_uncertainty_score":0.003703117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510415923209008,"score_gpt":0.2807562895549284,"score_spread":0.2656521303228383,"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."}}