{"id":"W3006098916","doi":"10.1016/j.solener.2020.01.058","title":"Reducing ultraviolet-induced open-circuit voltage loss in inverted organic solar cells by maintaining charge selectivity of the electron collection contact using polyethylenimine","year":2020,"lang":"en","type":"article","venue":"Solar Energy","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Polyethylenimine; Recombination; Optoelectronics; Organic solar cell; Open-circuit voltage; Ultraviolet; Irradiation; Acceptor; Short circuit; Selectivity; Photochemistry; Chemical physics; Voltage; Chemistry; Composite material; Polymer; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003431666,0.0003164191,0.0004667319,0.00009806499,0.0001794548,0.0000620482,0.0005112101,0.0002426845,0.0000746068],"category_scores_gemma":[0.00007078817,0.0003157232,0.00008860177,0.001446462,0.00002157373,0.0002123729,0.0001122974,0.0007161896,0.000002295872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005801524,"about_ca_system_score_gemma":0.0003123325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003160533,"about_ca_topic_score_gemma":0.0009374598,"domain_scores_codex":[0.998103,0.0001491062,0.0004508464,0.0004043026,0.0002278126,0.0006649972],"domain_scores_gemma":[0.9992965,0.00006600633,0.0001519898,0.0003032022,0.00005882089,0.0001234956],"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":[0.00003310109,0.00005231444,0.0005162281,0.00003300799,0.00007580784,0.000003923504,0.0006197742,0.0007049676,0.9973651,0.0001899039,0.0002291243,0.0001767538],"study_design_scores_gemma":[0.0007624613,0.0001935125,0.0001157868,0.00005068703,0.00003396982,0.00001012574,0.0000515964,0.06334422,0.9345443,0.0001050985,0.0004743521,0.0003138676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937258,0.0003184795,0.005061559,0.00006430739,0.0002271691,0.0002851945,0.0000226866,0.00009960975,0.0001952359],"genre_scores_gemma":[0.999305,0.0001939193,0.00001670523,0.0002187798,0.00008319126,0.00001033529,0.00001943387,0.000114488,0.00003815674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06282077,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266987870571294,"score_gpt":0.2061076415727842,"score_spread":0.1934377628670712,"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."}}