{"id":"W4414714731","doi":"10.1016/j.cej.2025.169117","title":"Synergistic molecular bridge passivation strategy enables highly efficient perovskite/silicon tandem solar cells","year":2025,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Chinese Academy of Sciences, Shanghai Branch; Sichuan Province Science and Technology Support Program; Science and Technology Commission of Shanghai Municipality; Shanghai Rising-Star Program; Chengdu Science and Technology Program; Chinese Academy of Sciences; National Natural Science Foundation of China; Canadian Anesthesiologists' Society","keywords":"Passivation; Tandem; Perovskite (structure); Photovoltaic system; Recrystallization (geology); Band gap; Photovoltaics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006583965,0.000312111,0.0002451779,0.0001252298,0.0001408094,0.000361893,0.0003875066,0.0003225204,0.00156133],"category_scores_gemma":[0.00007060701,0.0001753057,0.0001654302,0.0002149847,0.00009693841,0.0003817018,0.0003832879,0.0004501411,0.0005315581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877743,"about_ca_system_score_gemma":0.0001503135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001926881,"about_ca_topic_score_gemma":0.0008193053,"domain_scores_codex":[0.9999353,0.000003752323,0.0000041172,0.00001592232,0.00002052108,0.00002035385],"domain_scores_gemma":[0.9999788,0.000002934683,0.000005059558,0.000003948483,0.00000496555,0.000004330229],"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":[0.00003016231,0.00002257958,0.00005401306,0.00005295901,0.00001007394,0.00004383186,0.00001130175,0.0001683962,0.9950787,0.0005749044,0.0002439144,0.003709215],"study_design_scores_gemma":[0.000006636988,0.0000721518,0.0002166957,0.000002193553,0.000009144433,0.00005115519,0.000009542627,0.001699972,0.9958689,0.0000720974,0.001987574,0.000003876493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815926,0.001252313,0.008518395,0.0001884008,0.0001121729,0.00002962599,0.0002568234,0.000421619,0.007627995],"genre_scores_gemma":[0.993139,0.0006426235,0.002985886,0.00004351631,0.00001515265,0.00002001862,0.0001349856,0.00002551443,0.002993279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00156133,"threshold_uncertainty_score":0.005223215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004940418445550375,"score_gpt":0.194651059502036,"score_spread":0.1897106410564857,"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."}}