{"meta":{"query_hash":"e9ac9403a66a","filters":{"venue":"EPJ Photovoltaics"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"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/e9ac9403a66a","api":"https://metacan.xera.ac/api/v1/cohort?venue=EPJ+Photovoltaics"},"results":[{"id":"W2626839857","doi":"10.1051/epjpv/2017004","title":"Quantum modeling of two-level photovoltaic systems","year":2017,"lang":"en","type":"article","venue":"EPJ Photovoltaics","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":13,"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 de Montréal","funders":"","keywords":"Photovoltaic system; Formalism (music); Quantum; Physics; Computer science; Statistical physics; Quantum mechanics; Engineering; Electrical engineering","score_opus":0.03505025317196674,"score_gpt":0.25409652039315556,"score_spread":0.2190462672211888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626839857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741827,0.0021216972,0.011185008,0.000011880052,0.0023095554,0.0006318228,0.00020804397,0.0004208187,0.008928421],"genre_scores_gemma":[0.9980413,0.0005441906,0.0005495754,0.000021925229,0.00026771374,0.000045373647,0.000023284638,0.00016473045,0.0003419171],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975384,0.000030434643,0.00074361573,0.00040366026,0.0004924558,0.0007914299],"domain_scores_gemma":[0.9975653,0.00006687206,0.00025139927,0.001678646,0.0002171468,0.00022063123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005009179,0.0004567096,0.0006568552,0.000164605,0.00042827375,0.00023613778,0.0010531788,0.00024000402,0.00006562501],"category_scores_gemma":[0.000109545355,0.0004814928,0.00020538089,0.00016563185,0.000118233635,0.00035905853,0.00016615864,0.000555774,0.000061957784],"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":[0.000020331187,0.000063894055,0.0011737036,0.00033131195,0.00017027943,0.000019792678,0.0002564355,0.0741381,0.9174403,0.00525779,0.0010075708,0.00012047696],"study_design_scores_gemma":[0.0006746292,0.000055619206,0.00006974443,0.00009790977,0.000045987883,0.000019329607,0.000056916062,0.7188591,0.27580705,0.0020408942,0.001852432,0.00042037858],"about_ca_topic_score_codex":0.0021563934,"about_ca_topic_score_gemma":0.00029457366,"teacher_disagreement_score":0.644721,"about_ca_system_score_codex":0.00017008258,"about_ca_system_score_gemma":0.00013550285,"threshold_uncertainty_score":0.99976367},"labels":[],"label_agreement":null},{"id":"W3212784002","doi":"10.1051/epjpv/2021007","title":"Rear side dielectrics on interdigitating <i>p</i><sup>+</sup>-(<i>i</i>)-<i>n</i><sup>+</sup> back-contact solar cells − hydrogenation vs. charge effects","year":2021,"lang":"en","type":"article","venue":"EPJ Photovoltaics","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Gender and Health","keywords":"Stack (abstract data type); Passivation; Materials science; Dielectric; Optoelectronics; Solar cell; Hydrogen; Doping; Layer (electronics); Nanotechnology; Chemistry; Organic chemistry","score_opus":0.008643681306586565,"score_gpt":0.20490236652196583,"score_spread":0.19625868521537926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212784002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732301,0.0009859316,0.0017584227,0.000112019516,0.00056273537,0.0008425111,0.00007512677,0.002039231,0.020393873],"genre_scores_gemma":[0.99423707,0.0012774052,0.0015290692,0.0012889085,0.00023555088,0.00010675589,0.00017288518,0.0002702948,0.0008820603],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9962809,0.0001731624,0.00080327893,0.0008918192,0.00065141293,0.0011994187],"domain_scores_gemma":[0.9973438,0.0008943971,0.00015411418,0.0011480118,0.0001891283,0.0002705971],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046292323,0.00081333145,0.0008347524,0.00047273963,0.00027654998,0.00032507078,0.00063257985,0.0006375253,0.00014277665],"category_scores_gemma":[0.0008011301,0.00088688143,0.00040834225,0.0012799393,0.000078587786,0.00049742876,0.00023870774,0.0013751184,0.0010478284],"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":[0.000118271084,0.000422186,0.0014675086,0.0011052743,0.0005381864,0.00071948924,0.0038800286,0.04427286,0.9071071,0.0007146936,0.022791699,0.016862717],"study_design_scores_gemma":[0.0008921531,0.00024146748,0.000033865013,0.00020747422,0.00005085232,0.000030290452,0.0003632323,0.23557737,0.7247925,0.00023072833,0.0368762,0.0007039036],"about_ca_topic_score_codex":0.000051044302,"about_ca_topic_score_gemma":0.000018358282,"teacher_disagreement_score":0.19130452,"about_ca_system_score_codex":0.00043688668,"about_ca_system_score_gemma":0.00011561899,"threshold_uncertainty_score":0.99973},"labels":[],"label_agreement":null},{"id":"W4367155379","doi":"10.1051/epjpv/2023009","title":"Impact of the contacting scheme on <i>I-V</i> measurements of metallization-free silicon heterojunction solar cells","year":2023,"lang":"en","type":"article","venue":"EPJ Photovoltaics","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Gender and Health","keywords":"Heterojunction; Materials science; Optoelectronics; Solar cell; Equivalent series resistance; Voltage; Sheet resistance; Contact resistance; Theory of solar cells; Silicon; Conductivity; Position (finance); Electrical engineering; Layer (electronics); Polymer solar cell; Composite material; Physics; Engineering","score_opus":0.03475613824046755,"score_gpt":0.2501361476529986,"score_spread":0.21538000941253102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367155379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99760747,0.00004592755,0.00011769354,0.0000066866287,0.0004459275,0.00024439246,0.000020569285,0.00038075264,0.0011306081],"genre_scores_gemma":[0.9996927,0.00006509118,0.00009922264,0.000014906661,0.000016364233,0.000011631035,0.000007005676,0.000033761135,0.0000593267],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900925,0.000029720777,0.00029917233,0.00013839983,0.00031510435,0.00020835998],"domain_scores_gemma":[0.99912775,0.000070852,0.00010853899,0.0005934746,0.00007098959,0.000028413668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023876171,0.00016285539,0.00022823735,0.0001508517,0.000054816417,0.00001349196,0.0003394236,0.0001280978,0.000028365457],"category_scores_gemma":[0.00022898392,0.00012407386,0.00020986109,0.0006264901,0.000048470803,0.00008469775,0.00008088632,0.00019253416,0.000018229324],"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":[0.000010116526,0.000025913023,0.02681023,0.000053426727,0.00011608705,4.1442755e-7,0.00012468803,0.011972113,0.95961106,0.000011835962,0.001007726,0.00025638487],"study_design_scores_gemma":[0.00037753265,0.000078513454,0.009657021,0.00004404326,0.00001958373,4.9489336e-7,0.00008510474,0.012339356,0.97698265,0.00007303682,0.0002325424,0.000110131645],"about_ca_topic_score_codex":0.00008887254,"about_ca_topic_score_gemma":0.000028512366,"teacher_disagreement_score":0.017371574,"about_ca_system_score_codex":0.00008440463,"about_ca_system_score_gemma":0.000021991416,"threshold_uncertainty_score":0.50595856},"labels":[],"label_agreement":null},{"id":"W4380989285","doi":"10.1051/epjpv/2023011","title":"Determination of individual <i>I</i>(<i>V</i>) characteristics of each sub-cell of a triple junction device","year":2023,"lang":"en","type":"article","venue":"EPJ Photovoltaics","topic":"solar cell performance optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; InterDigital (Canada); Université de Sherbrooke","funders":"","keywords":"Triple junction; Stack (abstract data type); Materials science; Concentrator; Laser; Leakage (economics); Optoelectronics; Energy conversion efficiency; Perimeter; Optics; Solar cell; Photovoltaic system; Electrical engineering; Computer science; Physics; Geometry; Engineering; Mathematics","score_opus":0.012859361967510025,"score_gpt":0.21214615589848743,"score_spread":0.1992867939309774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380989285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99051803,0.00004832493,0.0077104256,0.0000016178251,0.0006882253,0.00023728563,0.00007580635,0.00012227026,0.00059802353],"genre_scores_gemma":[0.9945353,0.00028021832,0.0047067944,0.000007005913,0.000054045842,0.00001633904,0.0002794968,0.000042102034,0.000078680096],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888515,0.00002114539,0.00050995965,0.00011260857,0.0003079889,0.00016316095],"domain_scores_gemma":[0.99930036,0.000056162506,0.00022755313,0.00021755563,0.00016565276,0.00003271618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003129762,0.00012915573,0.00026009118,0.0002740582,0.00002259442,0.00000774842,0.00013992566,0.00012186725,0.000018298],"category_scores_gemma":[0.00006164628,0.00014987755,0.000063682695,0.00079908397,0.00003784992,0.00017838358,0.000036988335,0.00011464402,0.000012664301],"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":[0.00003796112,0.00009894759,0.011334286,0.001198194,0.0000313314,0.0000015541394,0.0014424293,0.006343011,0.97199625,0.00001269899,0.0010739762,0.006429359],"study_design_scores_gemma":[0.00044431418,0.000073079136,0.012770282,0.00004695311,0.000049093695,0.000001084442,0.00010012049,0.30207342,0.68384594,0.000018093517,0.00045801915,0.000119590884],"about_ca_topic_score_codex":0.0000150082615,"about_ca_topic_score_gemma":0.000007732076,"teacher_disagreement_score":0.29573038,"about_ca_system_score_codex":0.000031462314,"about_ca_system_score_gemma":0.000037244914,"threshold_uncertainty_score":0.6111829},"labels":[],"label_agreement":null},{"id":"W4401395277","doi":"10.1051/epjpv/2024021","title":"Solar energy on the Moon for fixed or tracked photovoltaic systems","year":2024,"lang":"en","type":"article","venue":"EPJ Photovoltaics","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":2,"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 interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Centre National de la Recherche Scientifique; Institut National des Sciences Appliquées de Lyon; Université Grenoble Alpes; Université de Sherbrooke; Indian National Science Academy","keywords":"Solar tracker; Azimuth; Photovoltaic system; Equator; Solar energy; Physics; Solar System; Optics; Geodesy; Environmental science; Remote sensing; Geology; Astronomy; Latitude; Engineering; Electrical engineering","score_opus":0.022010726159776367,"score_gpt":0.25431202778103296,"score_spread":0.2323013016212566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401395277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80715644,0.0010303485,0.15370911,0.0009156088,0.008870267,0.0037605583,0.0025869496,0.00094527943,0.021025406],"genre_scores_gemma":[0.983102,0.000017061093,0.00023179135,0.00020990075,0.0007758696,0.0006126363,0.00018286506,0.00010088372,0.014766982],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99832654,0.00007145554,0.00033246944,0.00046939004,0.00028504242,0.0005151268],"domain_scores_gemma":[0.99824363,0.000956591,0.00008064849,0.0005122807,0.00008592807,0.00012093394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033451655,0.00035295435,0.00032231957,0.00010164663,0.00032596034,0.00043537142,0.0003381983,0.000117006886,0.0003511969],"category_scores_gemma":[0.000029489325,0.00022365019,0.00031386336,0.00034373868,0.00006447084,0.00013477822,0.0000458319,0.00033332346,0.00013496443],"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":[0.0009488608,0.00078670774,0.0022529624,0.00053923205,0.0017232223,0.00007427149,0.0029002724,0.0033524293,0.12503901,0.5758324,0.27739847,0.009152142],"study_design_scores_gemma":[0.00058006815,0.00024512946,0.000030669642,0.00017407822,0.00012076897,0.000006431717,0.0012838467,0.5203447,0.041872848,0.004804188,0.43003827,0.00049900194],"about_ca_topic_score_codex":0.0007928891,"about_ca_topic_score_gemma":0.00008128131,"teacher_disagreement_score":0.57102823,"about_ca_system_score_codex":0.000072516785,"about_ca_system_score_gemma":0.00017597145,"threshold_uncertainty_score":0.912019},"labels":[],"label_agreement":null},{"id":"W4402417370","doi":"10.1051/epjpv/2024025","title":"A comprehensive performance evaluation of bifacial photovoltaic modules: insights from a year-long experimental study conducted in the Canadian climate","year":2024,"lang":"en","type":"article","venue":"EPJ Photovoltaics","topic":"solar cell performance optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"École Centrale de Lyon; Région Hauts-de-France; Institut National des Sciences Appliquées de Lyon; Centre National de la Recherche Scientifique; Fonds de recherche du Québec – Nature et technologies; Université Grenoble Alpes; Natural Sciences and Engineering Research Council of Canada; Université de Sherbrooke; Canada Research Chairs; Indian National Science Academy","keywords":"Photovoltaic system; Environmental science; Climate change; Climatology; Meteorology; Geography; Engineering; Ecology; Geology; Electrical engineering; Biology","score_opus":0.03245767901173603,"score_gpt":0.2677524938574533,"score_spread":0.2352948148457173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402417370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99575067,0.0012111242,0.000017468357,0.0000028777142,0.0006369348,0.0012996346,0.000046827998,0.000110940964,0.0009235059],"genre_scores_gemma":[0.9991135,0.00009270857,0.00026925694,0.0000236222,0.00008145387,0.00020760283,0.00015937792,0.00004899138,0.0000034780514],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831486,0.000121051606,0.00038238283,0.00026675867,0.00061330415,0.00030162197],"domain_scores_gemma":[0.9993508,0.000056760917,0.000038312617,0.00033236825,0.00015474914,0.000067013934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003116211,0.00022839682,0.00022402492,0.00036089632,0.00012362812,0.000115491544,0.00022162555,0.00011583369,0.00014007061],"category_scores_gemma":[0.000015663036,0.00020116998,0.000049257782,0.0007529556,0.0000576302,0.00038655888,0.000029529643,0.0003209549,0.000058487],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012017706,0.0006468262,0.06825103,0.00036233675,0.00038807298,0.000101439255,0.11462978,0.4577843,0.35501015,0.00006390075,0.00069165503,0.0019503192],"study_design_scores_gemma":[0.0008257234,0.00011007887,0.04748366,0.00008956785,0.000056327866,0.0000026445502,0.005050731,0.9128421,0.033082016,0.000019938057,0.00021895801,0.00021826281],"about_ca_topic_score_codex":0.02038017,"about_ca_topic_score_gemma":0.08926277,"teacher_disagreement_score":0.4550578,"about_ca_system_score_codex":0.0005122891,"about_ca_system_score_gemma":0.00021503287,"threshold_uncertainty_score":0.98614323},"labels":[],"label_agreement":null},{"id":"W4411000198","doi":"10.1051/epjpv/2025015","title":"Design, manufacture and characterization of compact optics for micro-CPV","year":2025,"lang":"en","type":"article","venue":"EPJ Photovoltaics","topic":"solar cell performance optimization","field":"Engineering","cited_by":2,"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 interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Centre National de la Recherche Scientifique; Institut National des Sciences Appliquées de Lyon; Université Grenoble Alpes; Natural Sciences and Engineering Research Council of Canada; Université de Sherbrooke; Indian National Science Academy","keywords":"Characterization (materials science); Engineering; Optics; Computer science; Physics","score_opus":0.009567282604290519,"score_gpt":0.21517711924926342,"score_spread":0.2056098366449729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411000198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5239699,0.000083452665,0.4748064,0.00001841786,0.00025100997,0.0004668035,0.000027929274,0.00008692106,0.00028918756],"genre_scores_gemma":[0.93432826,0.0005146779,0.064299576,0.0000953196,0.000053559463,0.000026451444,0.00023459492,0.000049440714,0.00039810964],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995469,0.000007557643,0.00017503412,0.0000940334,0.00005118926,0.00012532959],"domain_scores_gemma":[0.9997117,0.000044323275,0.00003815088,0.00012765068,0.00005411714,0.000024063083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008016928,0.000110754016,0.0001469601,0.00009624238,0.000040776304,0.000023969655,0.000061101025,0.000092825,0.000009304775],"category_scores_gemma":[0.000012201613,0.000117495736,0.000023846962,0.00012974629,0.000022056258,0.000115341936,0.0000103380535,0.0000686967,0.0000012367392],"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":[0.000024844021,0.000012444428,0.00088687916,0.00026782855,0.00003519209,1.9180158e-7,0.00020815412,0.03558659,0.9619722,0.00003972749,0.0004128233,0.0005531365],"study_design_scores_gemma":[0.00024228175,0.000017701823,0.0018366326,0.000029867859,0.000019717429,6.37084e-7,0.000014442858,0.45381433,0.542735,0.00008150171,0.0011333274,0.00007454865],"about_ca_topic_score_codex":0.0000018860344,"about_ca_topic_score_gemma":7.2205e-7,"teacher_disagreement_score":0.41923717,"about_ca_system_score_codex":0.000030923668,"about_ca_system_score_gemma":0.000019631607,"threshold_uncertainty_score":0.4791337},"labels":[],"label_agreement":null},{"id":"W4416734646","doi":"10.1051/epjpv/2025019","title":"Industrial implementation of 24%-efficient POLO IBC solar cells and future upgrade to 26%-efficient POLO <sup>2</sup> IBC","year":2025,"lang":"en","type":"article","venue":"EPJ Photovoltaics","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Gender and Health; Horizon 2020 Framework Programme; Leibniz-Gemeinschaft; Gottfried Wilhelm Leibniz Universität Hannover; Bundesministerium für Wirtschaft und Energie; European Commission","keywords":"Passivation; Common emitter; Wafer; Photovoltaic system; Solar cell; Heterojunction bipolar transistor; Plasma-enhanced chemical vapor deposition","score_opus":0.012009754159021127,"score_gpt":0.24134711358441344,"score_spread":0.2293373594253923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416734646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952594,0.0004578668,0.0009502007,0.00039675794,0.0010051639,0.00078754255,0.0001017741,0.0005600158,0.00048129354],"genre_scores_gemma":[0.9985421,0.00019991634,0.0007071901,0.00017088324,0.00016034144,0.000047230023,0.000016070153,0.000045177327,0.00011109382],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983327,0.000040362065,0.00050143333,0.00036653667,0.00027004565,0.00048896327],"domain_scores_gemma":[0.99923074,0.000072888106,0.00006851369,0.00045706777,0.00005525572,0.00011552476],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025415616,0.00031174716,0.00037675124,0.00048593624,0.00012198174,0.000061853396,0.0003054375,0.00037024156,0.00009406755],"category_scores_gemma":[0.000042504707,0.00031499605,0.00010430751,0.0008260449,0.000089623456,0.000043403394,0.00018248757,0.00044517554,0.000018000945],"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":[0.00015039886,0.0004033634,0.0124832345,0.00045591823,0.0004497563,0.000035380697,0.010876879,0.14645053,0.7157978,0.0034195115,0.05449917,0.054978088],"study_design_scores_gemma":[0.0013692562,0.00014710917,0.00137806,0.0000488704,0.0000643562,0.0000035998924,0.013232917,0.041630987,0.85647964,0.000058047448,0.08519097,0.00039616192],"about_ca_topic_score_codex":0.00021535612,"about_ca_topic_score_gemma":0.000039834726,"teacher_disagreement_score":0.14068191,"about_ca_system_score_codex":0.00015043955,"about_ca_system_score_gemma":0.00007634175,"threshold_uncertainty_score":0.9999302},"labels":[],"label_agreement":null}]}