{"id":"W2171612622","doi":"10.1002/celc.201300002","title":"Significant Efficiency Enhancement of Bulk Heterojunction Organic Photovoltaics Using Solution‐Processable Interfacial Bilayers","year":2013,"lang":"en","type":"article","venue":"ChemElectroChem","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Materials science; Bilayer; Organic solar cell; Optoelectronics; Photovoltaic system; Polymer solar cell; Heterojunction; Diode; Exciton; Quenching (fluorescence); Polymer; Nanotechnology; Solar cell; Membrane; Optics; Chemistry; Composite material; Condensed matter physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001247722,0.0002783679,0.0002999128,0.0001095859,0.00009791028,0.00004122324,0.0002438622,0.0001448551,0.0006746758],"category_scores_gemma":[0.00002533956,0.0002897072,0.00008650844,0.0005757602,0.00005530236,0.000164119,0.00004410697,0.0002895395,0.00006268275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004329774,"about_ca_system_score_gemma":0.0001242925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006376149,"about_ca_topic_score_gemma":0.000008860065,"domain_scores_codex":[0.9983572,0.00001012346,0.0004391976,0.0002904373,0.0002630169,0.0006400461],"domain_scores_gemma":[0.9993162,0.00002139444,0.0001042242,0.0002817997,0.0001762827,0.0001001669],"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":[0.000008138009,0.00007136861,0.00003295752,0.0001266877,0.00005386038,2.741341e-7,0.0002056307,0.0002385759,0.9986289,0.00001756667,0.0004384201,0.0001776698],"study_design_scores_gemma":[0.0002853812,0.0001671004,0.000004908389,0.00002709628,0.00003118301,0.000005028095,0.00004862731,0.05406873,0.9444869,0.0002560231,0.00033584,0.0002832494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625386,0.0005152544,0.03531582,0.00001363346,0.0002608534,0.0003518454,0.000002332687,0.000165358,0.0008362919],"genre_scores_gemma":[0.9990411,0.0001529496,0.0004174906,0.00002636305,0.0000967644,0.00003360121,0.00001430426,0.00006396192,0.0001535125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05414201,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009480065844770678,"score_gpt":0.2013902212475832,"score_spread":0.1919101554028125,"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."}}