{"id":"W2026911534","doi":"10.1021/la7002904","title":"A Hierarchical Self-Assembly Route to Three-Dimensional Polymer−Quantum Dot Photonic Arrays","year":2007,"lang":"en","type":"article","venue":"Langmuir","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada","keywords":"Quantum dot; Self-assembly; Materials science; Micelle; Microscale chemistry; Photonics; Nanotechnology; Copolymer; Photoluminescence; Polymer; Amphiphile; Nanoscopic scale; Nanoparticle; Quantum yield; Aqueous solution; Optoelectronics; Chemistry; Physics; Fluorescence; Optics","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":[0.00007726059,0.0002616674,0.0001472313,0.0002676433,0.0002854629,0.0002790781,0.0003664764,0.0001707889,0.0009942998],"category_scores_gemma":[0.0001002324,0.0002577556,0.0002144121,0.000151233,0.0002242016,0.0002536517,0.0003972805,0.0005031977,0.0005599676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004547767,"about_ca_system_score_gemma":0.0002466259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008568537,"about_ca_topic_score_gemma":0.001782881,"domain_scores_codex":[0.9998953,0.000009412726,0.000007840319,0.00002659222,0.0000395354,0.00002123796],"domain_scores_gemma":[0.9999424,0.000008358627,0.00001723627,0.00001014747,0.000008276868,0.00001356828],"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":[0.00001329415,0.0000567562,0.00007804597,0.00006306206,0.000005555728,0.00007583819,0.00006790121,0.002293488,0.9833398,0.004191545,0.0002640447,0.009550794],"study_design_scores_gemma":[0.00002818477,0.000186337,0.0006101006,0.000006666744,0.00000761427,0.0001137672,0.0000138114,0.02365952,0.9629111,0.0009581762,0.01148614,0.00001863277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.776353,0.001902616,0.2008006,0.0004075906,0.0001350057,0.000279931,0.0003780226,0.0029282,0.01681509],"genre_scores_gemma":[0.9145375,0.0006026801,0.08026227,0.00008838212,0.00001280473,0.0001493789,0.0001769625,0.00009083623,0.004079215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009942998,"threshold_uncertainty_score":0.003326237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009518373602008431,"score_gpt":0.2555680686500494,"score_spread":0.246049695048041,"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."}}