{"id":"W4327573041","doi":"10.1002/adma.202211174","title":"Efficient Nanoscale Exciton Transport in Non‐Fullerene Organic Solar Cells Enables Reduced Bimolecular Recombination of Free Charges","year":2023,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Swansea University; Llywodraeth Cymru; European Regional Development Fund; UK Research and Innovation","keywords":"Fullerene; Materials science; Organic solar cell; Exciton; Nanoscopic scale; Recombination; Chemical physics; Nanotechnology; Optoelectronics; Polymer; Condensed matter physics; Chemistry; Organic chemistry; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003176041,0.0001800967,0.0003320189,0.0001867269,0.00002935587,0.00001064243,0.0001998027,0.0001105369,0.0001870614],"category_scores_gemma":[0.00002679031,0.0001955534,0.0000386503,0.0005240502,0.00001510223,0.00004683019,0.00002695268,0.00007542653,0.00002942971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009276879,"about_ca_system_score_gemma":0.00003233831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002802517,"about_ca_topic_score_gemma":0.00003164212,"domain_scores_codex":[0.9987833,0.00002371449,0.0004225018,0.0002177282,0.0001888492,0.0003638858],"domain_scores_gemma":[0.9994918,0.00002717712,0.00006868068,0.0003194076,0.00005104977,0.00004195497],"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":[0.00001549373,0.0000347397,0.000006593569,0.0001936833,0.00001304518,0.000007207408,0.0001924519,0.01355174,0.9857737,0.00003558355,0.00005726832,0.0001184462],"study_design_scores_gemma":[0.0006554316,0.00006542072,0.0004170749,0.00008488814,0.00001036437,9.016107e-7,0.00002434296,0.0007556205,0.9968226,0.0006938417,0.0002704393,0.0001990823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981244,0.0001272045,0.0002124452,0.00002467724,0.0008467143,0.0003221839,0.00007402472,0.000180411,0.00008797964],"genre_scores_gemma":[0.9987005,0.0008378112,0.0001951976,0.000006970685,0.00002808245,0.00003508288,0.00006507252,0.00007100342,0.00006030643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01279612,"threshold_uncertainty_score":0.7974436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004212588560032917,"score_gpt":0.1899469952896827,"score_spread":0.1857344067296498,"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."}}