{"id":"W2049961512","doi":"10.1002/adma.200600763","title":"Curling Colloidal Photonic Crystals","year":2006,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Materials science; Overlayer; Curling; Inverse; Curvature; Colloid; Colloidal crystal; Photonic crystal; Photonics; Microstructure; Spectroscopy; Nanotechnology; Optics; Chemical engineering; Optoelectronics; Composite material; Physical chemistry; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001115528,0.0001391544,0.0002047048,0.0000241607,0.0001384627,0.00007362316,0.0001232395,0.00002402725,0.001986651],"category_scores_gemma":[0.000002454062,0.0001353626,0.00005237713,0.00009193658,0.00003208688,0.0001301151,0.00004184597,0.00003871743,0.00008625213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002877199,"about_ca_system_score_gemma":0.00004128387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002644066,"about_ca_topic_score_gemma":0.000005640892,"domain_scores_codex":[0.9990839,0.00001488493,0.0002811374,0.0002306631,0.0001180706,0.0002713945],"domain_scores_gemma":[0.9995073,0.00002903785,0.0001249959,0.0002453856,0.0000530684,0.00004020372],"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":[0.000007124734,0.00005392323,0.00006971203,0.000005582601,0.000007544034,4.28967e-7,0.00001001546,0.0002145067,0.9628961,0.03587169,0.0003833192,0.0004800468],"study_design_scores_gemma":[0.0004054754,0.00001006793,0.0002077114,0.0000136072,0.0000107511,7.636234e-7,0.00005253594,0.000009519325,0.8945372,0.03499347,0.06958914,0.0001697662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745283,0.00004648109,0.002461077,0.00005838613,0.0001711049,0.0003216672,0.0002733331,0.0000747989,0.02206489],"genre_scores_gemma":[0.9963894,0.000003215489,0.001713253,0.00002749204,0.0002655302,0.0002095341,0.0001175924,0.00002320812,0.001250778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06920581,"threshold_uncertainty_score":0.9989257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004650094060023392,"score_gpt":0.2372042999853236,"score_spread":0.2325542059253002,"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."}}