{"id":"W3214520171","doi":"10.1039/d1ee01367j","title":"Organic solar cells with near-unity charge generation yield","year":2021,"lang":"en","type":"article","venue":"Energy & Environmental Science","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Swansea University; UK Research and Innovation","keywords":"Yield (engineering); Charge (physics); Materials science; Organic solar cell; Engineering physics; Photovoltaic system; Optoelectronics; Engineering; Physics; Electrical engineering; Composite material; Particle 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001563323,0.0002322409,0.0002504271,0.0002821193,0.0003070939,0.0006519088,0.0003083413,0.0005147311,0.001113098],"category_scores_gemma":[0.0003576253,0.0001539113,0.0000995945,0.0003912745,0.0001711084,0.000392072,0.0002503485,0.0003272204,0.0004374651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002858821,"about_ca_system_score_gemma":0.0002212374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004799965,"about_ca_topic_score_gemma":0.001458548,"domain_scores_codex":[0.9997659,0.0000132101,0.000009128647,0.00003461602,0.0001385297,0.00003863862],"domain_scores_gemma":[0.9998932,0.00003090342,0.00001368232,0.0000134896,0.00003689084,0.00001182961],"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":[0.00002990577,0.00001731793,0.0001957075,0.00004127288,0.000004535133,0.00003713846,0.00001726595,0.0001488521,0.9961637,0.0003904522,0.0001464665,0.002807308],"study_design_scores_gemma":[0.000007516932,0.00007256457,0.001405527,0.000002974035,0.000006984489,0.00005223093,0.00001525967,0.0006945903,0.9962172,0.00009496011,0.001426503,0.000003780923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864256,0.001325265,0.004531176,0.0001073673,0.00005344242,0.00003358673,0.0007663692,0.0001821537,0.006575035],"genre_scores_gemma":[0.9941608,0.0007605426,0.002511915,0.00002768847,0.00001436678,0.00002016042,0.0005302278,0.00002360127,0.001950699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001113098,"threshold_uncertainty_score":0.003723621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004788403324983973,"score_gpt":0.1506820590309338,"score_spread":0.1458936557059499,"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."}}