{"id":"W4307676113","doi":"10.1002/aenm.202202868","title":"Suppressing Interfacial Recombination with a Strong‐Interaction Surface Modulator for Efficient Inverted Perovskite Solar Cells","year":2022,"lang":"en","type":"article","venue":"Advanced Energy Materials","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China; Key Technologies Research and Development Program; Chinese Government Scholarship; Horizon 2020 Framework Programme; European Research Council; State Key Laboratory of Advanced Materials and Electronic Components, Guangdong Fenghua Advanced Technology Holding; Engineering and Physical Sciences Research Council; State Key Laboratory of Metastable Materials Science and Technology; University of Sheffield; Tata Sons; China Scholarship Council; University of Surrey; European Commission; Royal Society","keywords":"Perovskite (structure); Materials science; Formamidinium; Iodide; Photoluminescence; Halide; Perovskite solar cell; Energy conversion efficiency; Quantum yield; Photochemistry; Band gap; Quantum efficiency; Optoelectronics; Density functional theory; Chemical engineering; Inorganic chemistry; Computational chemistry; Optics; Chemistry","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":[0.0001381195,0.0002139187,0.000256656,0.00007541521,0.0002819122,0.0001114579,0.000156289,0.00004338688,0.0003022195],"category_scores_gemma":[0.000004958606,0.0002183295,0.00003908276,0.0001277013,0.00002068329,0.0001867883,0.00006743665,0.00005967471,0.000004973994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042665,"about_ca_system_score_gemma":0.00001592798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003994394,"about_ca_topic_score_gemma":0.00001087224,"domain_scores_codex":[0.9988725,0.00005783244,0.0003267254,0.0002923433,0.0001543324,0.0002962789],"domain_scores_gemma":[0.9995003,0.00003629238,0.0001067002,0.0002354137,0.0000672468,0.00005405466],"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":[0.00008010803,0.00002797391,5.708899e-7,0.0000218035,0.00001536629,3.724875e-7,0.00007118735,0.4555375,0.543102,0.000266789,0.00009335531,0.0007829251],"study_design_scores_gemma":[0.0007482006,0.0001086356,0.00002263007,0.00002204697,0.00002082007,0.000005401412,0.0001378081,0.06852122,0.9100196,0.0001133041,0.02001134,0.0002689566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501461,0.00002491211,0.04718878,0.00003592327,0.001520238,0.0002885788,0.0003806182,0.0002911648,0.000123713],"genre_scores_gemma":[0.9965031,0.0000133294,0.00232837,0.00003949027,0.00008272193,0.000493357,0.000357096,0.00007752449,0.0001050581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3870163,"threshold_uncertainty_score":0.8903217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007768893812334036,"score_gpt":0.2127777201773469,"score_spread":0.2050088263650129,"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."}}