{"id":"W4311610723","doi":"10.1002/adom.202202043","title":"High‐Radiance Near‐Infrared Perovskite Light‐Emitting Diodes with Improved Roll‐Off Degradation","year":2022,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Science Foundation of Beijing Municipality; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Radiance; Materials science; Quantum efficiency; Perovskite (structure); Light-emitting diode; Optoelectronics; Nucleation; Crystal (programming language); Diode; Optics; Computer science; Chemistry; Physics; Crystallography; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001938855,0.0002810689,0.0003938318,0.00004884302,0.0004165959,0.0002438073,0.0002673711,0.0000629287,0.0005884179],"category_scores_gemma":[0.00003998147,0.0002625602,0.0000403187,0.0002317154,0.00005622061,0.0003200637,0.0001060205,0.0001426046,0.00004873392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329993,"about_ca_system_score_gemma":0.00002797525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001308154,"about_ca_topic_score_gemma":0.000003775271,"domain_scores_codex":[0.9984232,0.00004364052,0.0004564764,0.0003765491,0.0002187416,0.000481368],"domain_scores_gemma":[0.999245,0.00006488212,0.00009126551,0.0004179142,0.00004634292,0.0001346073],"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":[0.0000788703,0.00003270217,0.00001002112,0.00004788163,0.00002605246,0.000005655416,0.00007041788,0.02182338,0.9712146,0.002723935,0.00008436702,0.003882144],"study_design_scores_gemma":[0.001312726,0.0002229981,0.001341987,0.00004728961,0.00005164566,0.00003177518,0.000126204,0.003669926,0.9615921,0.001150072,0.02973074,0.00072259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946701,0.0001793338,0.002271612,0.0002494897,0.0005556594,0.0005024812,0.0002793969,0.00048465,0.0008072635],"genre_scores_gemma":[0.9586152,0.00004879403,0.03969774,0.0000935702,0.0001628111,0.0008316165,0.0002220114,0.00009021271,0.000238045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03742613,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00442859722804664,"score_gpt":0.1948172716115793,"score_spread":0.1903886743835327,"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."}}