{"id":"W4400211964","doi":"10.1002/solr.202400111","title":"Enhancing Internal and External Stability of Perovskite Solar Cells Through Polystyrene Modification of the Perovskite and Rapid Open‐Air Deposition of ZnO/AlO<sub><i>x</i></sub> Nanolaminate Encapsulation","year":2024,"lang":"en","type":"article","venue":"Solar RRL","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Canada Foundation for Innovation; Canada First Research Excellence Fund; Innovation, Science and Economic Development Canada","keywords":"Materials science; Perovskite (structure); Polystyrene; Chemical engineering; Encapsulation (networking); Chemical bath deposition; Deposition (geology); Nanotechnology; Optoelectronics; Thin film; Composite material; Polymer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007649435,0.000241883,0.0001312008,0.00008497263,0.000102667,0.0002361059,0.0001493234,0.0001306392,0.0007742491],"category_scores_gemma":[0.0001307908,0.00009781824,0.0001432581,0.00008403209,0.00012657,0.0002715398,0.00022472,0.0002419369,0.000246165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001476914,"about_ca_system_score_gemma":0.0001145951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004854919,"about_ca_topic_score_gemma":0.0008898328,"domain_scores_codex":[0.9999285,0.000004248822,0.000004843771,0.00001656327,0.00003117656,0.00001459078],"domain_scores_gemma":[0.9999187,0.00001470257,0.00002863845,0.000006500041,0.00002223443,0.000009166545],"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":[0.00000649973,0.000002032303,0.00006415756,0.000009278214,0.000001263533,0.000009815591,0.000007271144,0.00004091714,0.9992427,0.00001616761,0.000005319388,0.0005946288],"study_design_scores_gemma":[0.000001231079,0.00001818762,0.0004201557,6.966164e-7,0.000002885209,0.0000140201,0.000005893038,0.0003629796,0.9989836,0.000004599357,0.0001848361,9.516043e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929886,0.000514597,0.005184566,0.0000304161,0.00001243872,0.000008622804,0.00005982308,0.00007722885,0.00112367],"genre_scores_gemma":[0.9962668,0.0002845012,0.002378559,0.00001447401,0.000004598556,0.00000633757,0.00006900811,0.00001662587,0.0009589668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007742491,"threshold_uncertainty_score":0.00259006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044784274363388,"score_gpt":0.2218443439092777,"score_spread":0.2113965011656438,"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."}}