{"id":"W4398149444","doi":"10.29363/nanoge.hopv.2024.129","title":"Advancing Operational Stability of Inverted Perovskite Solar Cells Utilizing Parylene-C Encapsulation Techniques","year":2024,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Hybrid and Organic Photovoltaics","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Encapsulation (networking); Materials science; Parylene; Photovoltaic system; Nanotechnology; Computer science; Composite material; Polymer; Electrical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001374812,0.0002687582,0.0001610999,0.0001629905,0.0001564371,0.0005231872,0.0002634103,0.0002566279,0.001091211],"category_scores_gemma":[0.0002136399,0.0001298267,0.0001974495,0.0002004033,0.0001103983,0.0005440566,0.0001961731,0.0005101137,0.0003382528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596197,"about_ca_system_score_gemma":0.0001443233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005124549,"about_ca_topic_score_gemma":0.0007410223,"domain_scores_codex":[0.9998832,0.000005189147,0.000008215606,0.00002308157,0.00005264347,0.00002769088],"domain_scores_gemma":[0.9999293,0.00001317598,0.00001475824,0.000006377147,0.00002999684,0.000006328992],"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":[0.00002834235,0.00001847099,0.0001088644,0.00002573127,0.000002775762,0.00003268908,0.00002350587,0.0001455803,0.9955914,0.00009909165,0.00007776658,0.003845726],"study_design_scores_gemma":[0.000003811155,0.00007761751,0.0005074335,0.000002513894,0.000005761334,0.00004303765,0.00001824224,0.001882295,0.9964198,0.00002179915,0.001012583,0.000005083749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877979,0.002358357,0.006211091,0.0001381599,0.00006324497,0.00002233469,0.0002009515,0.0001229989,0.003084896],"genre_scores_gemma":[0.9938971,0.001446369,0.003142937,0.00002892863,0.00001591453,0.00001400735,0.0001247787,0.00002855095,0.001301394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001091211,"threshold_uncertainty_score":0.003650486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654881535121007,"score_gpt":0.23116707699125,"score_spread":0.2146182616400399,"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."}}