{"id":"W4400542118","doi":"10.1039/d4ee01547a","title":"Rational heterostructure stacking enables 23% wide-bandgap perovskite solar cells by side-reaction inhibition","year":2024,"lang":"en","type":"article","venue":"Energy & Environmental Science","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Songshan Lake Materials Laboratory; National Key Research and Development Program of China; Beijing Nova Program; Beijing Municipal Natural Science Foundation; China Postdoctoral Science Foundation; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Stacking; Perovskite (structure); Heterojunction; Materials science; Optoelectronics; Band gap; Chemistry; Crystallography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001008627,0.0003973169,0.0001848387,0.000145113,0.0001822948,0.0003393846,0.0002727622,0.0002099045,0.0009111692],"category_scores_gemma":[0.0000866899,0.0002595432,0.0001790129,0.0001865252,0.0001412374,0.0002241717,0.000275402,0.0004811771,0.000413704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003904816,"about_ca_system_score_gemma":0.0002567006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008798087,"about_ca_topic_score_gemma":0.003583391,"domain_scores_codex":[0.9999149,0.000005382477,0.000005951307,0.00001914083,0.00002878744,0.00002575361],"domain_scores_gemma":[0.9999757,0.000003716738,0.000004704279,0.000003953381,0.000007890163,0.000004174742],"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":[0.00001809822,0.00001794517,0.0001046767,0.00002627393,0.000005432051,0.0000410049,0.00001866343,0.0005980872,0.9937606,0.0007199484,0.0001328378,0.004556363],"study_design_scores_gemma":[0.00000622334,0.00004955128,0.0003928949,0.000002010754,0.000006213573,0.00005483639,0.00001093992,0.004790511,0.9928141,0.00012305,0.001744613,0.00000493463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732444,0.0009061332,0.01527746,0.0001565796,0.0000525365,0.00002860855,0.00032555,0.0005662277,0.009442367],"genre_scores_gemma":[0.9934063,0.0003699296,0.004475511,0.0000213921,0.000004296955,0.00001656331,0.0001495878,0.00003749166,0.001518911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009111692,"threshold_uncertainty_score":0.003048182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003050991740985201,"score_gpt":0.1696328166584173,"score_spread":0.1665818249174321,"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."}}