{"meta":{"query_hash":"32722a6417f4","filters":{"venue":"Electronic Materials"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/32722a6417f4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Electronic+Materials"},"results":[{"id":"W3111352880","doi":"10.3390/electronicmat1010005","title":"Extending the Color Retention of an Electrochromic Device by Immobilizing Color Switching and Ion-Storage Complementary Layers","year":2020,"lang":"en","type":"article","venue":"Electronic Materials","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada); Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Centre québécois sur les matériaux fonctionnels","keywords":"Electrochromism; Triphenylamine; Electrochromic devices; Materials science; Viologen; Monomer; Anode; Layer (electronics); Electrode; Polymer; Electrochemistry; PEDOT:PSS; Photochemistry; Chemical engineering; Optoelectronics; Nanotechnology; Chemistry; Composite material","score_opus":0.02086561376808966,"score_gpt":0.2653416150197955,"score_spread":0.24447600125170582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111352880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97692114,0.0007672494,0.019442545,0.00009779948,0.00006239135,0.00002565941,0.00014859432,0.00022360108,0.0023109764],"genre_scores_gemma":[0.9844105,0.0003690791,0.01161391,0.000101275335,0.000014602498,0.000037224934,0.00014160348,0.000033686807,0.003278176],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988925,0.000008285669,0.0000084400845,0.000046401034,0.00002575808,0.000021787524],"domain_scores_gemma":[0.99983716,0.000053085547,0.000025540705,0.000026147656,0.00003627934,0.00002185773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001664476,0.00034757337,0.00014617098,0.00020065602,0.00010950347,0.00041650815,0.0004565071,0.00030855832,0.001563141],"category_scores_gemma":[0.00024197223,0.0002104819,0.0001632678,0.00015308375,0.00019135558,0.00045628153,0.00025671793,0.00043978824,0.00037155545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010935023,0.000009518788,0.000025491749,0.00000897114,0.000001318307,0.000009532877,0.000006986544,0.000010377043,0.9987519,0.000055171404,0.000009758217,0.0011000626],"study_design_scores_gemma":[0.000002945778,0.0000556645,0.00043044353,0.0000018185349,0.0000048439356,0.000050279283,0.000004844656,0.00030596272,0.9986357,0.000019153696,0.00048599154,0.0000021822648],"about_ca_topic_score_codex":0.00015632005,"about_ca_topic_score_gemma":0.0003545695,"teacher_disagreement_score":0.001563141,"about_ca_system_score_codex":0.00018933413,"about_ca_system_score_gemma":0.00018991723,"threshold_uncertainty_score":0.005229175},"labels":[],"label_agreement":null},{"id":"W3164682354","doi":"10.3390/electronicmat2020012","title":"Pyrimidine-Based Push–Pull Systems with a New Anchoring Amide Group for Dye-Sensitized Solar Cells","year":2021,"lang":"en","type":"article","venue":"Electronic Materials","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Ministry of Science and Higher Education of the Russian Federation; Russian Foundation for Basic Research","keywords":"Moiety; Dye-sensitized solar cell; Linker; Energy conversion efficiency; Amide; Acceptor; Materials science; Photovoltaic system; Photochemistry; Pyrimidine; Halogenation; Polymer chemistry; Chemistry; Organic chemistry; Optoelectronics; Stereochemistry; Electrode; Physical chemistry","score_opus":0.010059915823949333,"score_gpt":0.20919079909982294,"score_spread":0.1991308832758736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164682354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637024,0.0044838293,0.02689901,0.00013367845,0.00011226534,0.00015410244,0.0003947721,0.00034072984,0.0037792462],"genre_scores_gemma":[0.96979696,0.0025277063,0.024170259,0.00006575868,0.000024846418,0.0001042174,0.0002818516,0.000034043685,0.0029943835],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999151,0.000009185746,0.000010695053,0.000021591415,0.000026531165,0.000016841122],"domain_scores_gemma":[0.9999279,0.00001403082,0.000023051034,0.0000075466587,0.000010281942,0.00001729907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017960176,0.00039011787,0.00039107184,0.000164367,0.00016597737,0.00036112187,0.00043735755,0.00042049182,0.0011150902],"category_scores_gemma":[0.0001340317,0.00025344352,0.00021258857,0.00017488668,0.00011909249,0.0005437419,0.00021889685,0.0005967313,0.0005354041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020214906,0.000017770482,0.00003210765,0.000066758614,0.0000039207002,0.000044782013,0.00001147748,0.00016868112,0.9976362,0.00020671931,0.000024716735,0.0017667137],"study_design_scores_gemma":[0.000019310186,0.00025405272,0.00030661823,0.0000054545785,0.000015073392,0.00013437509,0.0000066310686,0.0015651541,0.9939546,0.000053197065,0.003673879,0.000011696492],"about_ca_topic_score_codex":0.00018798356,"about_ca_topic_score_gemma":0.00057710544,"teacher_disagreement_score":0.0011150902,"about_ca_system_score_codex":0.0003187055,"about_ca_system_score_gemma":0.00012373958,"threshold_uncertainty_score":0.003730297},"labels":[],"label_agreement":null},{"id":"W3166924077","doi":"10.3390/electronicmat2020016","title":"On the Role of LiF in Organic Optoelectronics","year":2021,"lang":"en","type":"article","venue":"Electronic Materials","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"FP7 People: Marie-Curie Actions; Seventh Framework Programme; Ontario Ministry of Research and Innovation; McMaster University; Natural Sciences and Engineering Research Council of Canada; Deutscher Akademischer Austauschdienst; University of Toronto","keywords":"OLED; Materials science; Optoelectronics; Electrode; Organic electronics; Organic semiconductor; Substrate (aquarium); Electronics; Nanotechnology; Interface (matter); Diode; Layer (electronics); Contact angle; Chemistry; Transistor; Electrical engineering; Voltage; Composite material","score_opus":0.0030824727564498946,"score_gpt":0.19567479403843244,"score_spread":0.19259232128198253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166924077","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009161786,0.9753881,0.0038130577,0.0006212698,0.0003281769,0.00001620801,0.000051385017,0.000022754783,0.010597252],"genre_scores_gemma":[0.03743566,0.9548101,0.0025211552,0.00050027075,0.00030183038,0.000026424146,0.000063038584,0.000008119437,0.0043333513],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981004,0.000028568642,0.000014913064,0.00004008382,0.00007311669,0.000033427466],"domain_scores_gemma":[0.999861,0.000082178405,0.000014770679,0.0000054053457,0.00003083904,0.0000057527914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004406586,0.00041086518,0.00042425527,0.000667187,0.00035550538,0.0007121514,0.00046964505,0.00076522556,0.0011350721],"category_scores_gemma":[0.0003438975,0.00019706869,0.00034648261,0.0006738626,0.00050554547,0.001296468,0.0004718486,0.0009021436,0.00065825874],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015541777,0.000085455125,0.00083258795,0.019003298,0.000081090584,0.0013578092,0.00073417556,0.0028149772,0.22392277,0.063691504,0.008311246,0.6790096],"study_design_scores_gemma":[0.000008257996,0.00043717492,0.0017091412,0.0035863149,0.00010318317,0.0019959752,0.0002817748,0.0010282969,0.12226039,0.011849267,0.8566874,0.000052767547],"about_ca_topic_score_codex":0.0006819379,"about_ca_topic_score_gemma":0.00080092007,"teacher_disagreement_score":0.0011350721,"about_ca_system_score_codex":0.0005245396,"about_ca_system_score_gemma":0.00043381343,"threshold_uncertainty_score":0.0038058162},"labels":[],"label_agreement":null},{"id":"W4394845700","doi":"10.3390/electronicmat5020004","title":"Solution-Processable and Eco-Friendly Functionalization of Conductive Silver Nanoparticles Inks for Printable Electronics","year":2024,"lang":"en","type":"article","venue":"Electronic Materials","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología; Ministère des relations internationales et de la Francophonie; Institut national de la recherche scientifique","keywords":"Inkwell; Materials science; Surface modification; Fabrication; Nanotechnology; Conductive ink; Environmentally friendly; Printed electronics; Silver nanoparticle; Electrical conductor; Electronics; Reagent; Nanoparticle; Textile; Chemical engineering; Composite material; Sheet resistance; Chemistry; Organic chemistry","score_opus":0.007613766560502638,"score_gpt":0.21898055385540982,"score_spread":0.21136678729490718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394845700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8992344,0.0028321834,0.08959173,0.00014491835,0.00026121846,0.00015518907,0.00028017542,0.00060269906,0.0068974798],"genre_scores_gemma":[0.95828617,0.0011911733,0.03539449,0.00007036309,0.000025562249,0.00006186581,0.00024230339,0.00009683566,0.004631225],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997937,0.000028088598,0.000019051391,0.000050175542,0.000076454446,0.000032540644],"domain_scores_gemma":[0.9998654,0.000035190402,0.00003398893,0.000017651564,0.000034357,0.000013472857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016766266,0.00058788,0.00024984588,0.00034472957,0.00011517243,0.00039833327,0.0002929089,0.00044936172,0.0008974479],"category_scores_gemma":[0.0003852667,0.00017549322,0.0002904282,0.00019539149,0.00021828702,0.0003085904,0.00022609049,0.00041314258,0.00048801428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000975053,0.000007074279,0.000017526134,0.000043407807,0.0000021740134,0.000046192035,0.0000071400586,0.000074749114,0.9980956,0.00007025445,0.000017671578,0.0016084634],"study_design_scores_gemma":[0.0000011510677,0.000021924478,0.000071707655,0.0000015013211,0.0000022515092,0.00003307556,0.0000022783515,0.00030117782,0.9990558,0.000013530253,0.0004938583,0.0000016563398],"about_ca_topic_score_codex":0.00011599807,"about_ca_topic_score_gemma":0.0002647485,"teacher_disagreement_score":0.0008974479,"about_ca_system_score_codex":0.00013821968,"about_ca_system_score_gemma":0.00011901802,"threshold_uncertainty_score":0.0030022264},"labels":[],"label_agreement":null},{"id":"W4410893547","doi":"10.3390/electronicmat6020007","title":"Screen Printing for Energy Storage and Functional Electronics: A Review","year":2025,"lang":"en","type":"review","venue":"Electronic Materials","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Electronic materials; Electronics; Materials science; Nanotechnology; Printed electronics; Energy storage; Electrical engineering; Engineering; Physics","score_opus":0.017190329182821963,"score_gpt":0.26338514611905917,"score_spread":0.2461948169362372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410893547","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024209556,0.9963775,0.00041859533,0.00012910088,0.00022843266,0.000011005728,0.00003547604,0.000018922685,0.0025388172],"genre_scores_gemma":[0.0009530547,0.99714065,0.0004556114,0.0001116427,0.000112112684,0.000013407752,0.000046008103,0.0000039226675,0.0011636621],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971956,0.00002917156,0.00003769181,0.000056989895,0.00012979978,0.000026812482],"domain_scores_gemma":[0.99960846,0.00021282613,0.000057950954,0.000016482254,0.00008235109,0.000022015933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056496705,0.0012305909,0.0010505965,0.0033516434,0.00039137166,0.0011994981,0.00076929585,0.0010404944,0.006025323],"category_scores_gemma":[0.0006206553,0.00051163795,0.0005674517,0.004001747,0.00046256458,0.001675294,0.0007960257,0.0014472172,0.003332129],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029416717,0.00010023296,0.00013329957,0.03193721,0.00007181802,0.00017953916,0.00008405503,0.00061142613,0.0058827573,0.007877195,0.025671339,0.9274218],"study_design_scores_gemma":[0.0000050079825,0.00007336977,0.00035343118,0.0027221998,0.00005389575,0.0006234318,0.00003925871,0.00010490987,0.0013263489,0.0011957751,0.9934848,0.00001756242],"about_ca_topic_score_codex":0.00097173214,"about_ca_topic_score_gemma":0.001589166,"teacher_disagreement_score":0.006025323,"about_ca_system_score_codex":0.00046902118,"about_ca_system_score_gemma":0.001005152,"threshold_uncertainty_score":0.020156682},"labels":[],"label_agreement":null}]}