{"id":"W4319946501","doi":"10.1038/s41560-023-01205-y","title":"Stabilization of 3D/2D perovskite heterostructures via inhibition of ion diffusion by cross-linked polymers for solar cells with improved performance","year":2023,"lang":"en","type":"article","venue":"Nature Energy","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Heterojunction; Perovskite (structure); Materials science; Diffusion; Energy conversion efficiency; Formamidinium; Optoelectronics; Photoluminescence; Nanotechnology; Chemical engineering","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":[0.0000657038,0.0002595116,0.0001434385,0.0001110395,0.0001376941,0.0003665249,0.0002349765,0.0002566644,0.001210113],"category_scores_gemma":[0.000106118,0.0001752693,0.0001801659,0.0001145463,0.0001108346,0.000319976,0.0002404484,0.0005025836,0.000298285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499064,"about_ca_system_score_gemma":0.0001266487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002851107,"about_ca_topic_score_gemma":0.0007815172,"domain_scores_codex":[0.9999546,0.000003256099,0.000003591676,0.00001239032,0.00001048708,0.00001571873],"domain_scores_gemma":[0.9999514,0.00000928136,0.00001820805,0.000005753559,0.000006311598,0.000008995922],"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":[0.00003334485,0.00001996166,0.00003862437,0.00003612645,0.000004983237,0.00001938055,0.00001950906,0.0003657613,0.9972932,0.0002007357,0.00008360921,0.001884893],"study_design_scores_gemma":[0.000008516553,0.00004248395,0.0002220511,0.000001944856,0.000004574805,0.00001559442,0.000006688602,0.00195323,0.9970292,0.00003225804,0.0006789272,0.0000044537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922125,0.0008331677,0.003700856,0.0001087112,0.00004009121,0.00001257068,0.0001562017,0.0002318312,0.002704159],"genre_scores_gemma":[0.9967563,0.0003275157,0.001697294,0.0000317768,0.000007740215,0.00001547269,0.00007775102,0.00003541869,0.001050697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001210113,"threshold_uncertainty_score":0.004048288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00263677122602381,"score_gpt":0.1981832992416716,"score_spread":0.1955465280156478,"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."}}