{"id":"W4411848516","doi":"10.1007/s11664-025-12093-1","title":"Effects of Doping, Transport Layer Thickness, and Composition on the Performance of Mixed Halide Perovskite Single-Junction Solar Cells","year":2025,"lang":"en","type":"article","venue":"Journal of Electronic Materials","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Perovskite (structure); Doping; Halide; Materials science; Layer (electronics); Solid-state physics; Optoelectronics; Chemistry; Chemical engineering; Composite material; Inorganic chemistry; Crystallography; Condensed matter physics; Physics","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":[0.0004073476,0.0001147786,0.0003094742,0.0000919809,0.0000487984,0.00002145722,0.0001070022,0.00006448825,0.00002893469],"category_scores_gemma":[0.000006873825,0.00008177252,0.00004612563,0.0001001148,0.00003634561,0.00008741206,0.000007851726,0.00009964348,8.811557e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004899237,"about_ca_system_score_gemma":0.0000361878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008411942,"about_ca_topic_score_gemma":0.000001817338,"domain_scores_codex":[0.9991144,0.00005819032,0.0004841578,0.00006829759,0.0001206622,0.0001542959],"domain_scores_gemma":[0.9994879,0.00008705806,0.0002259994,0.0001063219,0.00007430309,0.00001837373],"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":[0.00009651019,0.00004863264,0.00002414771,0.0005923355,0.00006557199,4.372268e-7,0.0000542576,0.001016216,0.9969605,0.0008752992,0.00009709098,0.0001689759],"study_design_scores_gemma":[0.0003504911,0.0002254283,0.003014699,0.0003984035,0.00008974981,0.000009857431,0.000006029116,0.0001067726,0.9949831,0.0001345436,0.0006162896,0.00006462412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99799,0.0002957606,0.0009801544,0.00009845593,0.0003717077,0.0001752826,0.000008303379,0.00001255595,0.00006774681],"genre_scores_gemma":[0.9991441,0.0006702616,0.00005426917,0.00002521676,0.00006830347,0.000008830248,0.000003352394,0.00001192481,0.00001375714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002990551,"threshold_uncertainty_score":0.3334587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004125721071380128,"score_gpt":0.1856203741014894,"score_spread":0.1814946530301093,"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."}}