{"id":"W3089273963","doi":"10.1021/accountsmr.0c00017","title":"All-Perovskite Tandem Solar Cells: A Roadmap to Uniting High Efficiency with High Stability","year":2020,"lang":"en","type":"article","venue":"Accounts of Materials Research","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"King Abdullah University of Science and Technology; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science","keywords":"Perovskite (structure); Materials science; Tandem; Band gap; Photovoltaics; Optoelectronics; Photovoltaic system; Energy conversion efficiency; Engineering physics; Perovskite solar cell; Nanotechnology; Electrical engineering; Chemistry; Composite material","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":[0.0008613984,0.0007673666,0.000694279,0.000586757,0.0004564333,0.001560671,0.001418304,0.001688248,0.01210625],"category_scores_gemma":[0.0006083843,0.0003634693,0.000484881,0.0008146321,0.0005012094,0.004558904,0.001492876,0.002532289,0.005586949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092296,"about_ca_system_score_gemma":0.00164046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152928,"about_ca_topic_score_gemma":0.001404363,"domain_scores_codex":[0.9996219,0.00002929726,0.00001303448,0.0000724461,0.0001895798,0.00007379343],"domain_scores_gemma":[0.9997041,0.00004349842,0.00002230466,0.00001693752,0.0001436489,0.00006960347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003074435,0.0007411527,0.0009815808,0.003710288,0.0001058194,0.0006786139,0.0002867299,0.006947326,0.196295,0.1217325,0.09990756,0.568306],"study_design_scores_gemma":[0.0001076905,0.0007331316,0.001053857,0.000431454,0.00008425472,0.000937138,0.0002914686,0.01929511,0.05995933,0.03543092,0.8815936,0.00008203027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0890343,0.6307241,0.1168133,0.03904277,0.003790815,0.0003105802,0.002097972,0.004256238,0.1139299],"genre_scores_gemma":[0.3358749,0.4531511,0.1410163,0.006904064,0.002323895,0.0004170037,0.003623915,0.0004980632,0.05619079],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01210625,"threshold_uncertainty_score":0.04049939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06078038510992603,"score_gpt":0.2999232191383268,"score_spread":0.2391428340284007,"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."}}