{"id":"W3215965746","doi":"10.1016/j.nanoen.2021.106765","title":"Coordinating light management and advance metal nitride interlayer enables MAPbI3 solar cells with &gt;21.8% efficiency","year":2021,"lang":"en","type":"article","venue":"Nano Energy","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"People's Government of Jilin Province; Education Department of Jilin Province; National Natural Science Foundation of China","keywords":"Materials science; Optoelectronics; Photovoltaic system; Photovoltaics; Energy conversion efficiency; Fabrication; Perovskite (structure); Absorption (acoustics); Nitride; Passivation; Nanotechnology; Layer (electronics); Composite material; Electrical engineering","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":[0.00005494477,0.0001299527,0.0001450717,0.00005394244,0.0001076117,0.00005906961,0.00009648755,0.00002642317,0.00003827562],"category_scores_gemma":[0.000001802583,0.0001180211,0.00002323364,0.0002019574,0.00001493598,0.00006488342,0.00009370321,0.00004278735,0.00000566441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002927273,"about_ca_system_score_gemma":0.00000726914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000128755,"about_ca_topic_score_gemma":0.00002305119,"domain_scores_codex":[0.9993151,0.00001645535,0.0001469905,0.0002072748,0.0001109991,0.0002031402],"domain_scores_gemma":[0.9996995,0.00001510022,0.00002651524,0.0001825668,0.00003134229,0.00004502291],"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":[0.000004859485,0.00004276586,0.000008685098,0.00007776986,0.00005281393,0.00004062249,0.00007489545,0.023841,0.9625682,0.004936677,0.0005569254,0.007794828],"study_design_scores_gemma":[0.0002451693,0.00002037475,0.00002127096,0.00003681212,0.00002603324,0.00001919289,0.0001079377,0.003237699,0.7944373,0.0001132364,0.2015536,0.0001813252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031882,0.003770346,0.0703426,0.0001495687,0.0003849534,0.0001345437,0.0000404962,0.0003041659,0.02168517],"genre_scores_gemma":[0.9934084,0.0002204216,0.004013035,0.0000564455,0.00004878328,0.00008025807,0.00001252898,0.00002915628,0.002130901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2009967,"threshold_uncertainty_score":0.4812762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002722933463179825,"score_gpt":0.1667201687613115,"score_spread":0.1639972352981316,"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."}}