{"id":"W4409165029","doi":"10.1021/acsenergylett.5c00727","title":"Tin–Lead Perovskite Solar Cells with Enhanced Reverse Bias Stability","year":2025,"lang":"en","type":"article","venue":"ACS Energy Letters","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"King Abdullah University of Science and Technology","keywords":"Perovskite (structure); Tin; Materials science; Lead (geology); Photovoltaic system; Nanotechnology; Chemical engineering; Engineering physics; Metallurgy; Electrical engineering; Engineering; Geology","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":[0.00006940922,0.0001828392,0.0002387544,0.0001238531,0.0002828109,0.0005339989,0.0003486942,0.0002118934,0.001618272],"category_scores_gemma":[0.0001870308,0.0001558603,0.000117555,0.0002364059,0.0001630411,0.0003828346,0.0002608785,0.0002947483,0.0003800506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105331,"about_ca_system_score_gemma":0.0001556368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008020198,"about_ca_topic_score_gemma":0.002242511,"domain_scores_codex":[0.9999092,0.000004820613,0.000005785834,0.00002207813,0.00003337325,0.00002468654],"domain_scores_gemma":[0.999928,0.00001031378,0.00001457905,0.000009328857,0.00002444066,0.00001333448],"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":[0.00005385621,0.0000218775,0.0002112575,0.0000296096,0.00000478494,0.00008488428,0.00003028181,0.000317991,0.9971101,0.0001573035,0.0001207903,0.001857338],"study_design_scores_gemma":[0.00001664847,0.0001335615,0.0007196035,0.000001899815,0.00001192501,0.0001045013,0.00002094212,0.003454163,0.9943271,0.00005367865,0.001151415,0.000004605159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944687,0.0002855006,0.001809508,0.00009656577,0.00003418994,0.00001032822,0.00007442544,0.000140461,0.003080372],"genre_scores_gemma":[0.9968535,0.0001661263,0.001254731,0.00003130606,0.0000136801,0.000006436484,0.00005705796,0.00002098793,0.001596153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001618272,"threshold_uncertainty_score":0.005413651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008137895132885107,"score_gpt":0.1831830029586023,"score_spread":0.1750451078257172,"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."}}