{"id":"W4317512771","doi":"10.1002/advs.202205040","title":"Desirable Uniformity and Reproducibility of Electron Transport in Single‐Component Organic Solar Cells","year":2023,"lang":"en","type":"article","venue":"Advanced Science","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Natural Science Foundation of Shandong Province; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China; Government of Jiangsu Province; Shandong University","keywords":"Materials science; Photovoltaic system; Polymer solar cell; Fabrication; Organic solar cell; Reproducibility; Electron transport chain; Copolymer; Nanotechnology; Acceptor; Polymer; Component (thermodynamics); Heterojunction; Optoelectronics; Solar cell; Chemistry; Composite material; Electrical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005008681,0.0001774667,0.0002443209,0.0003258428,0.000296288,0.0007201278,0.0002970446,0.0002558749,0.0005103307],"category_scores_gemma":[0.0009805504,0.0001590779,0.0000947889,0.000364206,0.0002308637,0.0004119808,0.0002118088,0.0002589562,0.0002325892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712128,"about_ca_system_score_gemma":0.0001677676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000369864,"about_ca_topic_score_gemma":0.001036233,"domain_scores_codex":[0.9995936,0.00005455684,0.00004279023,0.0001028511,0.0001668117,0.00003945259],"domain_scores_gemma":[0.999428,0.0001740292,0.00009888228,0.0001213236,0.0001539425,0.00002380828],"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":[0.00002299139,0.00001790172,0.0003848043,0.00002391828,0.000003492339,0.00002899886,0.00002654971,0.0004159375,0.9959928,0.0001896978,0.00003350457,0.002859336],"study_design_scores_gemma":[0.000003149664,0.00005159959,0.001148149,0.000001962846,0.000005037567,0.00005299834,0.00001683343,0.001902023,0.9963409,0.00005910091,0.0004142879,0.000003829985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841179,0.0006785486,0.01302354,0.00005734173,0.00002771911,0.00002643856,0.0002045458,0.0001706762,0.00169334],"genre_scores_gemma":[0.992213,0.0002978727,0.00652612,0.00001136355,0.000009377196,0.00001970038,0.00009878168,0.00004468501,0.0007790787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007201278,"threshold_uncertainty_score":0.00264889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022032303306228,"score_gpt":0.2162474413748852,"score_spread":0.2060271183418229,"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."}}