{"id":"W3189489084","doi":"10.1038/s41467-021-25132-2","title":"Molecular engineering towards efficientwhite-light-emitting perovskite","year":2021,"lang":"en","type":"article","venue":"Nature Communications","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Jilin University; Fundamental Research Funds for the Central Universities; Government of Jiangsu Province; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China; Taishan Scholar Foundation of Shandong Province","keywords":"Perovskite (structure); Color rendering index; Molecule; Chromaticity; Photoluminescence; Exciton; Halogen; Materials science; Chemical physics; Quantum yield; Chemistry; Nanotechnology; Crystallography; White light; Optoelectronics; Physics; Optics; Fluorescence; Condensed matter physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001127708,0.0001652673,0.0001639845,0.00007147875,0.0001616898,0.0001062783,0.0006658678,0.0002150229,0.00003929985],"category_scores_gemma":[0.00009817115,0.0001841996,0.00008687588,0.0004952192,0.00002246064,0.00007679361,0.0002628435,0.0005877513,0.00005134704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006495482,"about_ca_system_score_gemma":0.00003299116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002287135,"about_ca_topic_score_gemma":0.00001298229,"domain_scores_codex":[0.9991666,0.00003089845,0.0002427092,0.0001795256,0.0001407095,0.0002395402],"domain_scores_gemma":[0.9980712,0.00006487621,0.00002713151,0.001618589,0.0001329876,0.00008520212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[6.63508e-7,0.00007571049,0.00008819618,0.00005286682,0.00006635555,0.000007458442,0.0002787019,0.01516421,0.933979,0.04551763,0.002216693,0.002552464],"study_design_scores_gemma":[0.0002238613,0.000005175913,0.002532446,0.00007136962,0.00004818382,0.000034631,0.00007441454,0.05584598,0.2275739,0.00007951214,0.7130721,0.0004383525],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8667418,0.04107933,0.0127115,0.01029141,0.001130392,0.0004651109,0.0001563941,0.002336835,0.06508721],"genre_scores_gemma":[0.9851062,0.0005659108,0.01369681,0.0002214742,0.00006633474,0.00008156055,0.000163444,0.0000490887,0.00004923546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7108554,"threshold_uncertainty_score":0.751144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007137508609517888,"score_gpt":0.238758020986408,"score_spread":0.2316205123768901,"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."}}