{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"419a8659e150","filters":{"venue":"Journal of Photonics for Energy"}},"results":[{"id":"W2122687575","doi":"10.1117/1.jpe.4.040999","title":"Fullerene-based Schottky-junction organic solar cells: a brief review","year":2014,"lang":"en","type":"review","venue":"Journal of Photonics for Energy","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Organic solar cell; Schottky barrier; Materials science; Fullerene; Schottky diode; Optoelectronics; Photovoltaics; Nanotechnology; Cathode; Anode; Photovoltaic system; Electrode; Chemistry; Electrical engineering; Polymer; Composite material; Organic chemistry","authors":[{"name":"Sibi Sutty","is_ca":true},{"name":"Graeme Williams","is_ca":true},{"name":"Hany Aziz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01264542171685187,"gpt":0.2439973959115169,"spread":0.231351974194665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002659778,0.0009091425,0.0007855612,0.001971689,0.000320243,0.0007854997,0.0006156893,0.0008274426,0.002950246],"category_scores_gemma":[0.0002975633,0.0003103062,0.0003778897,0.002886961,0.0002442678,0.001304871,0.0005248309,0.0009906334,0.002034882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003268038,"about_ca_system_score_gemma":0.0006900254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008445185,"about_ca_topic_score_gemma":0.001707617,"domain_scores_codex":[0.999894,0.000009628341,0.0000142089,0.00002612135,0.00004295055,0.00001308967],"domain_scores_gemma":[0.9998509,0.00004582883,0.00003211039,0.000004843096,0.00004554436,0.00002090096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005738981,0.0001548866,0.0002501929,0.02756525,0.0000796989,0.0003223545,0.00008743701,0.0007348158,0.009233317,0.004234714,0.0254448,0.9318352],"study_design_scores_gemma":[0.000008073941,0.000165703,0.00108019,0.002197418,0.00009705187,0.0009484147,0.0000537034,0.0001266003,0.001470667,0.001214391,0.9926145,0.00002323151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003557271,0.9979797,0.0001604429,0.00009841653,0.0001656158,0.000006998214,0.00002211604,0.00001145397,0.001199509],"genre_scores_gemma":[0.001033211,0.9977647,0.000244618,0.00008679433,0.0001293098,0.000007810431,0.00003520896,0.000001356795,0.0006969037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002950246,"threshold_uncertainty_score":0.009869576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054545939","doi":"10.1117/1.jpe.4.040998","title":"Formulation strategies for optimizing the morphology of polymeric bulk heterojunction organic solar cells: a brief review","year":2014,"lang":"en","type":"review","venue":"Journal of Photonics for Energy","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Université de Bordeaux; Centre National de la Recherche Scientifique; University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Northwestern University","keywords":"Organic solar cell; Materials science; Nanotechnology; Renewable energy; Polymer solar cell; Solar energy; Fabrication; Solvent; Process engineering; Heterojunction; Morphology (biology); Biochemical engineering; Chemical engineering; Energy conversion efficiency; Chemistry; Polymer; Organic chemistry; Engineering; Optoelectronics; Composite material","authors":[{"name":"Uyxing Vongsaysy","is_ca":true},{"name":"Dario M. Bassani","is_ca":false},{"name":"Laurent Servant","is_ca":false},{"name":"Bertrand Pavageau","is_ca":false},{"name":"Guillaume Wantz","is_ca":false},{"name":"Hany Aziz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01617196950257686,"gpt":0.2583804750061154,"spread":0.2422085055035385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004199767,0.0009946702,0.000980821,0.002150993,0.0002804234,0.000604165,0.0006480109,0.0009611544,0.001982414],"category_scores_gemma":[0.0004231855,0.0004605214,0.0005033003,0.001772418,0.000227989,0.001141271,0.0003679266,0.0009965934,0.001498399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003490203,"about_ca_system_score_gemma":0.0005260301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007226814,"about_ca_topic_score_gemma":0.001264025,"domain_scores_codex":[0.9998018,0.00001928839,0.00002875488,0.00003819719,0.00009550341,0.00001658197],"domain_scores_gemma":[0.9998005,0.00007906831,0.00003961131,0.00000605897,0.00006473635,0.00001016095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004338229,0.0002096404,0.0002171938,0.02466733,0.0000866897,0.0003198585,0.00009577709,0.001072594,0.03660925,0.003843874,0.01034744,0.9224869],"study_design_scores_gemma":[0.00002175055,0.0004790053,0.001306814,0.003019989,0.0002055039,0.002450543,0.00009841677,0.0007699359,0.02990663,0.001377317,0.9602976,0.00006642265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001114948,0.995297,0.001423257,0.0001584096,0.0001692892,0.00002361135,0.00003330909,0.00001932354,0.001760844],"genre_scores_gemma":[0.003145258,0.9926177,0.002406273,0.0001150175,0.0001365689,0.00002790758,0.00005338407,0.000005323935,0.001492608],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002150993,"threshold_uncertainty_score":0.006631851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389742589","doi":"10.1117/1.jpe.13.042301","title":"Status report on emerging photovoltaics","year":2023,"lang":"en","type":"article","venue":"Journal of Photonics for Energy","topic":"solar cell performance optimization","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"National Renewable Energy Laboratory; Division of Chemical, Bioengineering, Environmental, and Transport Systems; Aalto-Yliopisto; National Research Foundation; Engineering and Physical Sciences Research Council; U.S. Department of Energy; National Science Foundation","keywords":"Commercialization; Photovoltaic system; Photovoltaics; Sustainability; Emerging technologies; Nanotechnology; Engineering physics; Environmental science; Materials science; Business; Engineering; Electrical engineering","authors":[{"name":"Annick Anctil","is_ca":false},{"name":"Meghan N. Beattie","is_ca":true},{"name":"Christopher Case","is_ca":false},{"name":"Aditya Chaudhary","is_ca":false},{"name":"Benjamin D. Chrysler","is_ca":false},{"name":"Michael G. Debije","is_ca":false},{"name":"Stephanie Essig","is_ca":false},{"name":"D. K. Ferry","is_ca":false},{"name":"Vivian E. Ferry","is_ca":false},{"name":"Marina Freitag","is_ca":false},{"name":"Isaac E. Gould","is_ca":false},{"name":"Karin Hinzer","is_ca":true},{"name":"Harald Hoppe","is_ca":false},{"name":"Olle Inganäs","is_ca":true},{"name":"Lethy Krishnan Jagadamma","is_ca":false},{"name":"Min Hun Jee","is_ca":false},{"name":"Raymond K. Kostuk","is_ca":false},{"name":"Daniel Kirk","is_ca":false},{"name":"Stephan Kube","is_ca":false},{"name":"Min-Young Lim","is_ca":false},{"name":"Joseph M. Luther","is_ca":false},{"name":"Lorelle M. Mansfield","is_ca":false},{"name":"Michael D. McGehee","is_ca":true},{"name":"Duong Nguyen Minh","is_ca":false},{"name":"Preeti Nain","is_ca":false},{"name":"Matthew O. Reese","is_ca":false},{"name":"Angèle Reinders","is_ca":false},{"name":"Ifor D. W. Samuel","is_ca":false},{"name":"Wilfried van Sark","is_ca":true},{"name":"Hele Savin","is_ca":true},{"name":"Ian R. Sellers","is_ca":false},{"name":"Sean E. Shaheen","is_ca":true},{"name":"Zheng Tang","is_ca":true},{"name":"Fatima Toor","is_ca":false},{"name":"Ville Vähänissi","is_ca":true},{"name":"Ella Wassweiler","is_ca":true},{"name":"Emily L. Warren","is_ca":false},{"name":"Vincent R. Whiteside","is_ca":true},{"name":"Han Young Woo","is_ca":false},{"name":"Gang Xiong","is_ca":true},{"name":"Xitong Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01239484383775184,"gpt":0.2468265587163709,"spread":0.234431714878619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002905768,0.001040949,0.0005187451,0.002738629,0.0009391624,0.003720989,0.0009964482,0.001952078,0.04977169],"category_scores_gemma":[0.002538268,0.0003360515,0.0004981773,0.002809075,0.0003172737,0.004103351,0.001563327,0.002261318,0.02156347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125216,"about_ca_system_score_gemma":0.004597007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923654,"about_ca_topic_score_gemma":0.002396839,"domain_scores_codex":[0.9988956,0.0001080877,0.000081818,0.0001204853,0.0005924994,0.0002013653],"domain_scores_gemma":[0.9972987,0.000349953,0.0002553145,0.0001357707,0.001540501,0.0004197062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001974492,0.0001917716,0.001546175,0.002286335,0.0000301656,0.0002176377,0.0001178877,0.0004641628,0.004633377,0.01741025,0.5238811,0.4490237],"study_design_scores_gemma":[0.000003756885,0.00008250531,0.0007445848,0.0003412487,0.00001098271,0.00006842933,0.00006257596,0.00006479481,0.0007949364,0.001086727,0.9967335,0.000005992143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01173993,0.2517965,0.008585715,0.03172407,0.04637351,0.0007867882,0.02209168,0.001618801,0.625283],"genre_scores_gemma":[0.06378108,0.3569696,0.01330952,0.01301454,0.02164449,0.001237491,0.04692902,0.0005687793,0.4825454],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04977169,"threshold_uncertainty_score":0.1665029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2546472235","doi":"10.1117/1.jpe.6.045502","title":"Fabrication of highly reproducible polymer solar cells using ultrasonic substrate vibration posttreatment","year":2016,"lang":"en","type":"article","venue":"Journal of Photonics for Energy","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Postdoctoral Research Foundation of China; Donghua University; Shanghai Jiao Tong University; University of Toronto; University of Michigan; Islamic Azad University; Shanghai Municipal Education Commission; National Natural Science Foundation of China; University of Leicester","keywords":"PEDOT:PSS; Materials science; Fabrication; Thin film; Homogeneity (statistics); Energy conversion efficiency; Solar cell; Optoelectronics; Substrate (aquarium); Polymer; Ultrasonic sensor; Composite material; Nanotechnology; Acoustics","authors":[{"name":"Yu Xie","is_ca":false},{"name":"Fatemeh Zabihi","is_ca":false},{"name":"Morteza Eslamian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01044473824796169,"gpt":0.2108939187065254,"spread":0.2004491804585637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002004067,0.0002643679,0.0003253015,0.0002246495,0.0002420431,0.000339823,0.000432623,0.0002889916,0.00103679],"category_scores_gemma":[0.0003675999,0.0002835809,0.0002630278,0.0004382661,0.0001665217,0.0002495057,0.0002710559,0.000673222,0.0005698063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095903,"about_ca_system_score_gemma":0.000194763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000279327,"about_ca_topic_score_gemma":0.0009114193,"domain_scores_codex":[0.9997166,0.00001394209,0.00003443743,0.00008293538,0.0001196722,0.00003238011],"domain_scores_gemma":[0.9997856,0.00004144048,0.00004450717,0.0000648003,0.00004794562,0.00001574724],"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":[0.000008858881,0.00001050287,0.00005999484,0.00001872368,0.00000297771,0.0000161762,0.00001232194,0.000132074,0.997799,0.00005013239,0.00002274514,0.00186657],"study_design_scores_gemma":[0.000004455599,0.00003965052,0.0004241048,9.726722e-7,0.000003607473,0.00002315284,0.000004457715,0.0005169049,0.9983317,0.00001318995,0.0006355438,0.000002397622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619591,0.000623967,0.03417962,0.00006118456,0.00009821187,0.0001294865,0.0005662979,0.0003666427,0.002015645],"genre_scores_gemma":[0.9318269,0.0007533713,0.06376516,0.00003601304,0.00001933533,0.0002769419,0.0005965654,0.00009963111,0.002626053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00103679,"threshold_uncertainty_score":0.003468394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158425024","doi":"10.1117/1.jpe.4.040993","title":"Design principles for highly efficient organic light-emitting diodes","year":2014,"lang":"en","type":"article","venue":"Journal of Photonics for Energy","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Australian Government; Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"OLED; Voltage droop; Diode; Brightness; Materials science; Optoelectronics; Exciton; Computer science; Electroluminescence; Engineering physics; Nanotechnology; Electrical engineering; Physics; Engineering; Voltage; Optics","authors":[{"name":"Grayson L. Ingram","is_ca":true},{"name":"Zheng‐Hong Lu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01796962584417691,"gpt":0.2337091946981245,"spread":0.2157395688539475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003672554,0.000499397,0.0003620735,0.000306539,0.0005653646,0.001012397,0.0007667036,0.0008994061,0.003140555],"category_scores_gemma":[0.0002898142,0.0006043671,0.0003324997,0.0002583656,0.0005280506,0.0007336844,0.0004927529,0.0009483772,0.00167873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000776979,"about_ca_system_score_gemma":0.0005130537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000360405,"about_ca_topic_score_gemma":0.0009582667,"domain_scores_codex":[0.9997841,0.00002569203,0.00001592008,0.00002945766,0.000124268,0.00002058401],"domain_scores_gemma":[0.9999409,0.00001468015,0.000009400953,0.000005213774,0.00002384636,0.000005954515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003365594,0.00008182882,0.0002122705,0.001231107,0.0000314352,0.000329663,0.0002998285,0.03936599,0.2163573,0.6811479,0.004901648,0.05600731],"study_design_scores_gemma":[0.0001409036,0.0002882506,0.0004383852,0.0003085243,0.00005983687,0.0007404633,0.0001298149,0.1865535,0.1133146,0.2162098,0.481707,0.0001089058],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01261361,0.005452883,0.9288716,0.001367809,0.0002877467,0.0005332415,0.0002641524,0.0003936913,0.05021516],"genre_scores_gemma":[0.1904444,0.0130087,0.754651,0.0009680354,0.0001223551,0.00175551,0.0002578405,0.0001860566,0.03860605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003140555,"threshold_uncertainty_score":0.01050627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993143847","doi":"10.1117/1.jpe.4.041599","title":"ZnO nanowire arrays synthesized on ZnO and GaN films for photovoltaic and light-emitting devices","year":2014,"lang":"en","type":"article","venue":"Journal of Photonics for Energy","topic":"ZnO doping and properties","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Heterojunction; Optoelectronics; Homojunction; Light-emitting diode; Nanowire; Photoluminescence; Band gap; Quantum dot; Wide-bandgap semiconductor; Diode; Nanotechnology","authors":[{"name":"Bita Janfeshan","is_ca":true},{"name":"Bahareh Sadeghimakki","is_ca":true},{"name":"Navid M. S. Jahed","is_ca":true},{"name":"Siva Sivoththaman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01184198853436605,"gpt":0.2271722417495102,"spread":0.2153302532151442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005940819,0.0002938792,0.0001804248,0.0001595674,0.0001095726,0.0001750764,0.0002553806,0.000150652,0.001137465],"category_scores_gemma":[0.0001059194,0.0001885123,0.000179899,0.0002062834,0.00007007168,0.0001449729,0.00009717034,0.0002726086,0.0003439826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002840526,"about_ca_system_score_gemma":0.0001289414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082894,"about_ca_topic_score_gemma":0.003245772,"domain_scores_codex":[0.9999199,0.000004468019,0.000006167647,0.00002614573,0.00002775808,0.00001549358],"domain_scores_gemma":[0.9999726,0.000003189726,0.000007662986,0.000002875898,0.000008636309,0.00000510314],"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":[0.00001381377,0.000004754709,0.00007335649,0.00002700285,0.000001938748,0.0000197824,0.000003722232,0.00006559931,0.99821,0.0001128907,0.00004894753,0.001418359],"study_design_scores_gemma":[0.00001728102,0.0000657948,0.00233868,0.000007202936,0.00001166165,0.0001289877,0.00001210598,0.002133385,0.9898897,0.000111952,0.005278426,0.000004749033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9019951,0.00472006,0.06800492,0.0003774062,0.0005287438,0.0004418878,0.003236395,0.0007440702,0.01995163],"genre_scores_gemma":[0.9382139,0.001695167,0.05299551,0.00008671152,0.00002591809,0.0001391945,0.001417126,0.00008120817,0.005345205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001137465,"threshold_uncertainty_score":0.00380522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2777645383","doi":"10.1117/1.jpe.7.048001","title":"Multiobjective generalized extremal optimization algorithm for simulation of daylight illuminants","year":2017,"lang":"en","type":"article","venue":"Journal of Photonics for Energy","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Daylight; Color rendering index; Computer science; Rendering (computer graphics); Algorithm; Luminous efficacy; Evolutionary algorithm; Light-emitting diode; Luminous flux; Multi-objective optimization; Genetic algorithm; Radiance; Mathematical optimization; Mathematics; Optics; Artificial intelligence; Light source; Machine learning; Physics","authors":[{"name":"Srividya Ravindra Kumar","is_ca":false},{"name":"Ciji Pearl Kurian","is_ca":false},{"name":"Marcos Eduardo Gomes-Borges","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01999580115508763,"gpt":0.3170994838789863,"spread":0.2971036827238986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008047083,0.0008370545,0.0008741265,0.0005393447,0.0004263521,0.0006757015,0.0008046056,0.00128452,0.002005938],"category_scores_gemma":[0.001840126,0.0003509312,0.0007936739,0.0005725261,0.0004566768,0.0003772853,0.0006396801,0.0008871738,0.0002194492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005579619,"about_ca_system_score_gemma":0.0009138632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00582018,"about_ca_topic_score_gemma":0.003607902,"domain_scores_codex":[0.9997469,0.0001228713,0.00001298896,0.00003150052,0.00005277895,0.00003303272],"domain_scores_gemma":[0.9993086,0.0004977409,0.00005651566,0.00002161201,0.00009572468,0.00001978692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009970006,0.000006580251,0.0001325952,0.00001610598,0.000009273253,0.00001468589,0.00001103202,0.9959521,0.0002406973,0.001157876,0.00008316111,0.002365763],"study_design_scores_gemma":[0.000002147393,0.000005066069,0.00002058539,0.000001704017,0.000001258497,0.000001614491,0.0000024047,0.9995578,0.00008104103,0.0002072651,0.0001179158,0.000001128232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04027851,0.0004574952,0.952778,0.0002430886,0.00005204432,0.00008049151,0.00008749703,0.0003632151,0.005659725],"genre_scores_gemma":[0.6329554,0.0003964682,0.3611805,0.0001104774,0.00002408228,0.0006189015,0.0002450216,0.0001080922,0.004361086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00582018,"threshold_uncertainty_score":0.0115726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2576886387","doi":"10.1117/1.jpe.7.014501","title":"Concentrating optical system optimization for 3- and 4-junction solar cells: impact of illumination profiles","year":2017,"lang":"en","type":"article","venue":"Journal of Photonics for Energy","topic":"solar cell performance optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Canada Research Chairs; CMC Microsystems","keywords":"Optoelectronics; Photovoltaics; Materials science; Environmental science; Engineering physics; Computer science; Photovoltaic system; Optics; Physics; Engineering; Electrical engineering","authors":[{"name":"Pratibha Sharma","is_ca":true},{"name":"Matthew M. Wilkins","is_ca":true},{"name":"Henry Schriemer","is_ca":true},{"name":"Karin Hinzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008232685248245485,"gpt":0.2336574397819214,"spread":0.2254247545336759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002772995,0.000576467,0.0002845198,0.0003083345,0.0003985583,0.000798405,0.0005150543,0.0004184343,0.001035363],"category_scores_gemma":[0.0006159713,0.0002331956,0.000301251,0.0004309829,0.0002259274,0.0004171869,0.0003410239,0.0003361519,0.0002345718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019724,"about_ca_system_score_gemma":0.0005290787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657011,"about_ca_topic_score_gemma":0.003860775,"domain_scores_codex":[0.999809,0.00001849446,0.00001153646,0.00003970079,0.00008248859,0.0000388495],"domain_scores_gemma":[0.9997032,0.00007938134,0.0000843707,0.00003529096,0.00007812263,0.00001947696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002095434,0.0001606787,0.004910539,0.0001930029,0.00005779554,0.0001454915,0.0001172463,0.09562439,0.8768238,0.00162763,0.0004501484,0.01967974],"study_design_scores_gemma":[0.00004168602,0.0005317598,0.004470063,0.00002041559,0.00006694913,0.0001482758,0.00009408731,0.123489,0.8687866,0.0003142813,0.002007053,0.00002986339],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775571,0.0002460305,0.01668508,0.00009587022,0.00001239496,0.00004894434,0.0001442912,0.0001545706,0.005055794],"genre_scores_gemma":[0.9844379,0.0001172473,0.0144532,0.00003416565,0.000002925133,0.00005070052,0.00007953075,0.00004878342,0.0007755256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001657011,"threshold_uncertainty_score":0.007398725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098384006","doi":"10.1117/1.jpe.3.033598","title":"Highly efficient blue organic light-emitting diodes using dual emissive layers with host-dopant system","year":2013,"lang":"en","type":"article","venue":"Journal of Photonics for Energy","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Knowledge Economy","keywords":"OLED; Dopant; Materials science; Optoelectronics; Quantum efficiency; Doping; Biphenyl; Luminance; Luminous efficacy; Diode; Anthracene; Layer (electronics); Optics; Nanotechnology; Photochemistry; Chemistry; Physics; Organic chemistry","authors":[{"name":"Bo Mi Lee","is_ca":true},{"name":"Hyeong Hwa Yu","is_ca":true},{"name":"You Hyun Kim","is_ca":false},{"name":"Nam Ho Kim","is_ca":false},{"name":"Ju An Yoon","is_ca":false},{"name":"Woo Young Kim","is_ca":true},{"name":"Peter Mascher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00770360685417017,"gpt":0.2090416872714728,"spread":0.2013380804173027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001559305,0.0004772353,0.0002751962,0.0002297447,0.000184256,0.0005523441,0.0003821505,0.0003554869,0.0008371251],"category_scores_gemma":[0.0001787302,0.0004160267,0.0001622991,0.0001299951,0.0002082068,0.0004267473,0.0003383997,0.0003125339,0.000489735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003385707,"about_ca_system_score_gemma":0.0001650113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002889517,"about_ca_topic_score_gemma":0.0006649813,"domain_scores_codex":[0.9998479,0.00002129103,0.000007276076,0.00003543671,0.00004827971,0.00003979548],"domain_scores_gemma":[0.999925,0.00001722831,0.00001711596,0.000008663954,0.00001356554,0.00001832276],"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":[0.0000220415,0.000008865598,0.00007103217,0.0000150863,0.000002322406,0.00001821208,0.000005667292,0.0001322159,0.9988754,0.0001816216,0.00002149943,0.0006458748],"study_design_scores_gemma":[0.00001298617,0.00003105093,0.000248159,0.000002910762,0.000006125521,0.0000645091,0.000004159926,0.001402394,0.9974221,0.00002545089,0.0007764019,0.000003764557],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831923,0.0008075348,0.01225282,0.0000934682,0.00002901209,0.00001948006,0.0001048601,0.0002441266,0.003256444],"genre_scores_gemma":[0.9761813,0.0006296817,0.0188187,0.00004031869,0.00001229757,0.00003441124,0.0001431852,0.0000521417,0.004088005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008371251,"threshold_uncertainty_score":0.002800465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1918035763","doi":"10.1117/1.jpe.5.050998","title":"Exciton management for high brightness in organic light-emitting diodes","year":2015,"lang":"en","type":"article","venue":"Journal of Photonics for Energy","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Canada Research Chairs; Australian Government; Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"OLED; Brightness; Optoelectronics; Exciton; Diode; Materials science; Light-emitting diode; Environmental science; Nanotechnology; Optics; Physics","authors":[{"name":"Grayson L. Ingram","is_ca":true},{"name":"Carmen Nguyen","is_ca":true},{"name":"Zheng‐Hong Lu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.014783222383138,"gpt":0.2448480159204354,"spread":0.2300647935372974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000172271,0.0002062077,0.0001631441,0.0001526564,0.0004175064,0.000772766,0.0002667501,0.0002586544,0.001110301],"category_scores_gemma":[0.0002310877,0.0001176336,0.00009091408,0.0001979772,0.0002948666,0.00064841,0.0004142806,0.0003447496,0.0003204052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006888286,"about_ca_system_score_gemma":0.0002587479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004008267,"about_ca_topic_score_gemma":0.001066309,"domain_scores_codex":[0.9999114,0.00001033045,0.000005625812,0.00001716107,0.00003546151,0.00002007213],"domain_scores_gemma":[0.9999171,0.00002828155,0.00002308733,0.000007964034,0.00001442091,0.000009015728],"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":[0.00003590459,0.00005875291,0.0002783217,0.0001257441,0.000004290086,0.0001456515,0.0001439737,0.002758717,0.9718198,0.008353022,0.0004409108,0.01583486],"study_design_scores_gemma":[0.00001217717,0.00008233718,0.0003904613,0.00001918618,0.000009771457,0.00009791667,0.00004874903,0.01092372,0.978006,0.001503355,0.008893515,0.00001280855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8876055,0.008444314,0.07731389,0.0008802962,0.0001278303,0.00009011739,0.00008849784,0.0005807941,0.02486867],"genre_scores_gemma":[0.9768768,0.002907019,0.01586837,0.00009786119,0.00002238644,0.00003969512,0.00002987762,0.00005022558,0.00410781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001110301,"threshold_uncertainty_score":0.004997849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2780660461","doi":"10.1117/1.jpe.7.035504","title":"Zr-doped TiO2 as a thermostabilizer in plasmon-enhanced dye-sensitized solar cells","year":2017,"lang":"en","type":"article","venue":"Journal of Photonics for Energy","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Dye-sensitized solar cell; Plasmon; Materials science; Doping; Surface plasmon resonance; Photovoltaic system; Plasmonic solar cell; Optoelectronics; Nanotechnology; Photovoltaics; Solar cell; Absorption (acoustics); Solar energy; Hybrid solar cell; Nanoparticle; Chemistry; Polymer solar cell; Composite material","authors":[{"name":"Anastasia Pasche","is_ca":true},{"name":"Bernd Grohe","is_ca":true},{"name":"Silvia Mittler","is_ca":true},{"name":"Paul A. Charpentier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0137131300652748,"gpt":0.2637246386273475,"spread":0.2500115085620727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002383535,0.0004360853,0.0004760571,0.0003358883,0.0002230009,0.0007121195,0.000560831,0.0004942766,0.0005112253],"category_scores_gemma":[0.0001739383,0.0003884179,0.0004640628,0.0004640642,0.0002289162,0.000415453,0.0002396615,0.0003872778,0.0003752708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004376983,"about_ca_system_score_gemma":0.0001834117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711213,"about_ca_topic_score_gemma":0.002712773,"domain_scores_codex":[0.9997442,0.00004129946,0.00002674973,0.00005383358,0.00008502951,0.00004898977],"domain_scores_gemma":[0.9999384,0.00001002733,0.00001506137,0.0000110929,0.0000167723,0.000008732147],"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":[0.00005029215,0.00001900987,0.00006703194,0.00003965743,0.000009759048,0.00004523918,0.00001021229,0.0004169543,0.9979096,0.0001060707,0.00003345598,0.001292633],"study_design_scores_gemma":[0.000007071412,0.00009413672,0.0002348487,0.000002952975,0.00002173065,0.0000299861,0.00001091052,0.00180484,0.9968323,0.00001365511,0.0009414857,0.000006041991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796817,0.006729793,0.009152954,0.0001872145,0.0001114213,0.00006801379,0.0002405026,0.0004018575,0.003426578],"genre_scores_gemma":[0.9921446,0.001952886,0.004525669,0.00003040402,0.00001594269,0.00001319295,0.0000969571,0.00003259188,0.001187647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001711213,"threshold_uncertainty_score":0.003402472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802772240","doi":"10.1117/1.jpe.8.022600","title":"Special Section Guest Editorial: Tandem Junction Solar Cells","year":2018,"lang":"en","type":"article","venue":"Journal of Photonics for Energy","topic":"solar cell performance optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Photonics; Renewable energy; Tandem; Special section; Energy consumption; Solar energy; Computer science; Engineering physics; Nanotechnology; Telecommunications; Environmental science; Materials science; Optoelectronics; Engineering; Electrical engineering; Aerospace engineering","authors":[{"name":"Fatima Toor","is_ca":false},{"name":"Arthur Onno","is_ca":false},{"name":"Karin Hinzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00548386377366263,"gpt":0.1963147856046212,"spread":0.1908309218309585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00207974,0.002408071,0.002072044,0.001538548,0.001521049,0.003453834,0.002008293,0.008005588,0.01887171],"category_scores_gemma":[0.005239505,0.0008866417,0.002046932,0.0007293886,0.0009550132,0.001617569,0.0006646645,0.008152037,0.009612484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492703,"about_ca_system_score_gemma":0.001295926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006098755,"about_ca_topic_score_gemma":0.001802716,"domain_scores_codex":[0.9985077,0.0001250418,0.0001909457,0.0002760675,0.0007038263,0.0001964745],"domain_scores_gemma":[0.996232,0.0007827093,0.0003360628,0.0001557699,0.001819632,0.0006738286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001051334,0.00005029561,0.00009907643,0.0002858051,0.00002548374,0.0005384794,0.000007415179,0.00007510487,0.0005829154,0.0003556487,0.9877766,0.01009796],"study_design_scores_gemma":[0.00009409532,0.000121363,0.001030309,0.0001823638,0.00007043362,0.001323503,0.00003437722,0.0004573312,0.001485159,0.0007859459,0.9943852,0.00002976809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002480946,0.002122833,0.0001421818,0.01159604,0.9832392,0.00002531197,0.00007457259,0.00008034489,0.002471509],"genre_scores_gemma":[0.002404174,0.003427171,0.0001430851,0.0111956,0.9690567,0.00002840321,0.00006681297,0.0000496465,0.01362844],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01887171,"threshold_uncertainty_score":0.06313211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}