{"id":"W2338986860","doi":"10.1002/adom.201600122","title":"Stretchable Hexagonal Diffraction Gratings as Optical Diffusers for In Situ Tunable Broadband Photon Management","year":2016,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures; CMC Microsystems","keywords":"Materials science; Optoelectronics; Diffraction; Optics; Photonics; Fabrication; Diffraction grating; Ray; Polarization (electrochemistry); Grating","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":[0.0001874765,0.0002704939,0.0003994319,0.00007854735,0.00005335407,0.00007991579,0.0001675848,0.00014089,0.0003018703],"category_scores_gemma":[0.0001046029,0.0002029726,0.00006402723,0.0001064854,0.00007658227,0.0004406714,0.00005964122,0.00008055896,0.0001346692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737536,"about_ca_system_score_gemma":0.00001088909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007471242,"about_ca_topic_score_gemma":0.00001408541,"domain_scores_codex":[0.9982765,0.00001592069,0.0004650598,0.0003798508,0.0002077312,0.0006549854],"domain_scores_gemma":[0.9992411,0.0002800177,0.0000397161,0.0002307651,0.00003274297,0.0001757044],"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":[0.0002675604,0.00009118812,0.00001746119,0.0002272172,0.00003760855,0.00001840007,0.00002333029,0.0003060866,0.9532771,0.03969266,0.00003832286,0.006003028],"study_design_scores_gemma":[0.002529086,0.0001797846,0.001863806,0.0002738888,0.00003837325,0.000007339852,0.00009131431,0.0005356123,0.9770668,0.01286259,0.004113498,0.0004379768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816519,0.00005750361,0.003860452,0.0002081329,0.0005725397,0.0006700769,0.00003103015,0.0002039009,0.01274447],"genre_scores_gemma":[0.985649,0.0002395401,0.01298232,0.0001004933,0.00007646637,0.0003646351,0.00001511253,0.0000533631,0.0005190756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02683007,"threshold_uncertainty_score":0.8276981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006780857740995671,"score_gpt":0.2340155574163691,"score_spread":0.2272346996753735,"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."}}