{"meta":{"query_hash":"419a8659e150","filters":{"venue":"Journal of Photonics for Energy"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"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/419a8659e150","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Photonics+for+Energy"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.014783222383137997,"score_gpt":0.2448480159204354,"score_spread":0.2300647935372974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1918035763","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":[0.94893813,0.0025089066,0.042280976,0.00042927047,0.0029487642,0.0005753796,0.00002027171,0.00012273125,0.0021755565],"genre_scores_gemma":[0.9828675,0.0002705386,0.015506481,0.000040207087,0.00041497577,0.00004946375,0.0000078644925,0.00012085208,0.0007221618],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980026,0.00003112429,0.0007736295,0.00019635576,0.00044789538,0.0005484118],"domain_scores_gemma":[0.9988239,0.00018231284,0.00019564436,0.00026307406,0.0003166264,0.00021845112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011252166,0.00022710832,0.0004545349,0.00040161598,0.000052835876,0.00008243198,0.00052598614,0.000145882,0.000025685773],"category_scores_gemma":[0.00015586287,0.00020538222,0.00015921843,0.000378113,0.000019050362,0.00024821697,0.00007637485,0.00023217118,0.0000028803597],"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":[0.0023060977,0.0017132859,0.0014988142,0.005418166,0.004155719,0.00092799583,0.006916674,0.046093427,0.73584485,0.10381867,0.06256455,0.028741756],"study_design_scores_gemma":[0.0039009291,0.00037940245,0.000043859043,0.000257592,0.00007777445,0.00007710885,0.0003989496,0.025564231,0.828401,0.0037586014,0.13672149,0.0004190468],"about_ca_topic_score_codex":0.000019266216,"about_ca_topic_score_gemma":0.00005228428,"teacher_disagreement_score":0.10006007,"about_ca_system_score_codex":0.0006234098,"about_ca_system_score_gemma":0.000114576265,"threshold_uncertainty_score":0.8375244},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.011841988534366054,"score_gpt":0.2271722417495102,"score_spread":0.21533025321514415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993143847","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":[0.99557614,0.0012398176,0.0016075926,0.00031064622,0.0005885152,0.0001251312,0.000012200277,0.000021421954,0.0005185172],"genre_scores_gemma":[0.9868949,0.00021360464,0.011920448,0.00045373928,0.0001850346,0.000023331582,0.0000011403142,0.000029857176,0.0002779146],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988636,0.000061888786,0.0004165304,0.00020548818,0.00018109953,0.00027138815],"domain_scores_gemma":[0.99857044,0.00057929795,0.00042948703,0.00013765416,0.00016359336,0.000119525495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010516276,0.00016911229,0.00039050952,0.00009044797,0.00025625675,0.00015186041,0.00017955362,0.000092249735,0.000018679008],"category_scores_gemma":[0.00041340548,0.000119315715,0.00010727542,0.000042576623,0.00005315263,0.00016683456,0.00002574674,0.000077327466,8.2303745e-7],"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":[0.00043433247,0.000033233897,0.0000429786,0.00016535423,0.000029352155,0.0000014493753,0.00031923814,0.00045505527,0.99490607,0.0013733265,0.0006329094,0.0016067153],"study_design_scores_gemma":[0.0009208423,0.00081880455,0.000016409384,0.00034184445,0.000051130406,0.00005128075,0.00015077459,0.021715857,0.8757043,0.0014565546,0.098600656,0.00017157652],"about_ca_topic_score_codex":0.000040305644,"about_ca_topic_score_gemma":0.000041225125,"teacher_disagreement_score":0.11920179,"about_ca_system_score_codex":0.000021566984,"about_ca_system_score_gemma":0.000060092698,"threshold_uncertainty_score":0.48655537},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.016171969502576863,"score_gpt":0.2583804750061154,"score_spread":0.2422085055035385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054545939","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017353324,0.92162985,0.076756835,0.0000146291995,0.0009546829,0.0005267532,0.00003697838,0.000019815609,0.000043129323],"genre_scores_gemma":[0.00046329488,0.99761796,0.0012610011,0.00008347176,0.0002619433,0.00006945998,0.000056974182,0.00015497311,0.000030905667],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976471,0.00007211504,0.0015095458,0.00017981973,0.0002113442,0.0003800818],"domain_scores_gemma":[0.9974216,0.00038814583,0.0014871459,0.00036045333,0.00027310714,0.00006954904],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008234626,0.0004116386,0.001858209,0.00019951028,0.00008678735,0.000045255063,0.00047412206,0.00033005635,0.000028795816],"category_scores_gemma":[0.000050686696,0.0002927533,0.0010976021,0.00032623945,0.000026136764,0.00014051417,0.000030535037,0.0004165479,5.417376e-7],"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":[0.00015993661,0.00025807318,9.32225e-8,0.28244272,0.0054544443,0.000009846303,0.00025406177,0.024326462,0.060619947,0.012519277,0.014947739,0.59900737],"study_design_scores_gemma":[0.00034196695,0.0005430635,6.7350823e-9,0.006095031,0.0016179214,0.000206461,0.000007841752,0.0059168898,0.012500405,0.0005874301,0.97190666,0.00027633476],"about_ca_topic_score_codex":0.000014258088,"about_ca_topic_score_gemma":0.00002282776,"teacher_disagreement_score":0.9569589,"about_ca_system_score_codex":0.00022165633,"about_ca_system_score_gemma":0.00050171284,"threshold_uncertainty_score":0.99995244},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.00770360685417017,"score_gpt":0.20904168727147285,"score_spread":0.20133808041730267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098384006","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":[0.98882914,0.0010070537,0.008678795,0.00008251698,0.0006986918,0.00027147864,0.000011403538,0.00011985952,0.0003010882],"genre_scores_gemma":[0.9924842,0.00005261546,0.0067672734,0.00002338386,0.00037574978,0.000019100908,0.0000025727975,0.00017318664,0.0001018869],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972547,0.00005956715,0.00089600025,0.00026826892,0.0007428115,0.0007786492],"domain_scores_gemma":[0.99785495,0.00024612804,0.0004458919,0.00035720837,0.00072053703,0.00037530734],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005710913,0.00037073658,0.0006313637,0.00034104276,0.00019432521,0.0002057858,0.00045040518,0.00017979434,0.00004279839],"category_scores_gemma":[0.00013504381,0.00028535473,0.00021774841,0.00046596353,0.000046424047,0.0002503237,0.00007101945,0.00044867676,0.000010397865],"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":[0.000052920594,0.00006305977,0.0000535312,0.00035660338,0.0004858193,0.00011513125,0.0008776259,0.037430517,0.9596844,0.0003617326,0.0004364625,0.00008221125],"study_design_scores_gemma":[0.00097443804,0.00026999207,0.000013006463,0.00046893695,0.00010695652,0.0007196529,0.0015106733,0.23362419,0.76013035,0.000003713081,0.0018572767,0.00032084333],"about_ca_topic_score_codex":0.000071756265,"about_ca_topic_score_gemma":0.0000093805675,"teacher_disagreement_score":0.19955407,"about_ca_system_score_codex":0.000970282,"about_ca_system_score_gemma":0.00031991437,"threshold_uncertainty_score":0.9999599},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.012645421716851873,"score_gpt":0.2439973959115169,"score_spread":0.23135197419466502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122687575","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017824312,0.98388636,0.013461357,0.000017550825,0.0019542526,0.00037513702,0.000036140613,0.00007046712,0.0001969232],"genre_scores_gemma":[0.00001983172,0.9978097,0.00075450144,0.00028756086,0.0005284926,0.00005004751,0.000083160994,0.00032623997,0.00014046613],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967364,0.00011760393,0.00182428,0.00029931683,0.00043786233,0.0005845579],"domain_scores_gemma":[0.99728894,0.00026890778,0.0012217605,0.0005913244,0.00036632142,0.0002627249],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010775356,0.0007056644,0.0028704328,0.00038208676,0.000092244154,0.00008045452,0.0007108063,0.0004734675,0.00024570888],"category_scores_gemma":[0.00010199693,0.0006028052,0.0017028418,0.0005948305,0.000023758479,0.00010357764,0.00003444699,0.0010054254,0.000015084267],"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":[0.00004051868,0.00021784291,7.60385e-8,0.22173351,0.0023944385,0.000040579926,0.00001312834,0.0013595126,0.0030697423,0.0007164893,0.09260856,0.6778056],"study_design_scores_gemma":[0.0004729578,0.00032820474,4.247848e-9,0.02518782,0.0019987759,0.00016488478,6.2347755e-7,0.0017358214,0.0068635177,0.00013353892,0.9625572,0.00055664725],"about_ca_topic_score_codex":0.000010664367,"about_ca_topic_score_gemma":0.000057503712,"teacher_disagreement_score":0.8699486,"about_ca_system_score_codex":0.00065952213,"about_ca_system_score_gemma":0.0011521041,"threshold_uncertainty_score":0.9996423},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.01796962584417691,"score_gpt":0.23370919469812446,"score_spread":0.21573956885394754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158425024","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19418517,0.0011271797,0.80224264,0.00022728051,0.0012769019,0.00034055847,0.0000098051505,0.00013128486,0.00045916875],"genre_scores_gemma":[0.9318144,0.0001249115,0.066991255,0.00004884941,0.00055860524,0.000037144247,0.000003735494,0.00015169561,0.00026940258],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978156,0.000062289764,0.0008513494,0.00021403797,0.00043888832,0.0006178],"domain_scores_gemma":[0.9977588,0.00095271895,0.0003106978,0.0003221269,0.00043622396,0.00021945177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018961953,0.00026290474,0.00049093197,0.00026516785,0.00015477404,0.00011059298,0.00059658964,0.00017119567,0.00002013264],"category_scores_gemma":[0.00083593605,0.00022618085,0.00027899418,0.00025149816,0.000027533544,0.0001126252,0.000062782856,0.00024804278,0.000004127329],"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":[0.00016243737,0.00013726407,0.00002306964,0.00037910035,0.00039509195,0.0000069884763,0.0006137258,0.115096144,0.87183404,0.006803327,0.0026774863,0.0018713219],"study_design_scores_gemma":[0.0007961741,0.00029462206,0.000002972188,0.00007247793,0.00004402776,0.0000320823,0.00003323226,0.32738483,0.5916568,0.00017611486,0.07933157,0.0001751358],"about_ca_topic_score_codex":0.0000024211975,"about_ca_topic_score_gemma":0.0000043806235,"teacher_disagreement_score":0.73762923,"about_ca_system_score_codex":0.00032316826,"about_ca_system_score_gemma":0.00015963758,"threshold_uncertainty_score":0.9223388},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.010444738247961693,"score_gpt":0.21089391870652544,"score_spread":0.20044918045856375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546472235","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":[0.9635373,0.0024240464,0.033194676,0.00006746389,0.0005443457,0.00009520016,0.000028557162,0.000020779238,0.00008763097],"genre_scores_gemma":[0.9959741,0.0021847351,0.0015876226,0.000015339847,0.00010481728,0.0000030243084,0.000003939274,0.000042199812,0.00008422381],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893814,0.000016795258,0.00051752955,0.00013249162,0.00017127891,0.00022374943],"domain_scores_gemma":[0.9990449,0.00006944269,0.00033756983,0.00024746076,0.00023455765,0.0000660591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025918733,0.00013775913,0.00024009445,0.00013380546,0.00003758612,0.000016156555,0.0001341644,0.000087483204,0.000022711458],"category_scores_gemma":[0.000019756426,0.00010315093,0.00014955795,0.00016521933,0.000015839025,0.00019077503,0.0000074312106,0.000067067056,7.122049e-7],"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":[0.000038671853,0.000048975224,0.00002462236,0.000021281017,0.000120285295,0.000001160622,0.000044303237,0.003856611,0.99383926,0.0010972007,0.000101606696,0.0008059911],"study_design_scores_gemma":[0.0005767601,0.00032339856,0.000021023989,0.000051100928,0.0000801252,0.000025925414,0.000009331485,0.0060118805,0.98927134,0.00080054736,0.0027088402,0.0001197371],"about_ca_topic_score_codex":0.00004588664,"about_ca_topic_score_gemma":0.000018032766,"teacher_disagreement_score":0.0324368,"about_ca_system_score_codex":0.00024417174,"about_ca_system_score_gemma":0.0001682743,"threshold_uncertainty_score":0.4206373},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.008232685248245485,"score_gpt":0.23365743978192138,"score_spread":0.2254247545336759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2576886387","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23237109,0.00016048946,0.76647264,0.0000055115433,0.00056585646,0.0001900116,0.0000120792,0.000018070088,0.00020427487],"genre_scores_gemma":[0.88476795,0.00031016677,0.114754096,0.0000012983113,0.000104569284,0.000013299483,0.000014173181,0.000027532016,0.0000069155662],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992732,0.000008227438,0.00039235753,0.00007226393,0.00011862224,0.00013537398],"domain_scores_gemma":[0.99893016,0.000054401127,0.00048202075,0.00011809588,0.0003623296,0.000052983425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003049393,0.00010493582,0.00021535715,0.00009532174,0.00013861543,0.0000750387,0.000096443495,0.000098963144,0.0000031708544],"category_scores_gemma":[0.00008896504,0.000094156734,0.000120235185,0.000034107747,0.000032100823,0.0004957685,0.000010181552,0.000058704307,4.7089014e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079743026,0.000014531228,0.00009185133,0.00024412309,0.00007524962,3.724848e-7,0.00008387983,0.9646434,0.031877078,0.0004532592,0.000050769926,0.0023857162],"study_design_scores_gemma":[0.00081762,0.00029434977,0.000082043676,0.000104645966,0.000060015172,0.000015490084,0.000079875965,0.8949465,0.10341484,0.000016541566,0.00008716804,0.00008091445],"about_ca_topic_score_codex":0.000009076659,"about_ca_topic_score_gemma":0.0000026312346,"teacher_disagreement_score":0.65239686,"about_ca_system_score_codex":0.00016968387,"about_ca_system_score_gemma":0.000052588402,"threshold_uncertainty_score":0.38396},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.019995801155087627,"score_gpt":0.3170994838789863,"score_spread":0.29710368272389864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777645383","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03872418,0.000022933948,0.96051073,0.000052001924,0.00019365107,0.00016347074,0.00007227069,0.0000019613292,0.00025877767],"genre_scores_gemma":[0.88749534,0.000009271684,0.11196961,0.000009462456,0.00019400113,0.000038249076,0.000016996746,0.00000963109,0.00025744893],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993494,0.0000082943025,0.00031045274,0.000100552,0.00011406558,0.000117246265],"domain_scores_gemma":[0.99828374,0.000082672974,0.0008974738,0.00017503847,0.00051591947,0.000045123066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018101337,0.000075432996,0.0001858238,0.000060576058,0.00027198397,0.00004362231,0.0002330224,0.000031271346,0.000028833794],"category_scores_gemma":[0.000023163273,0.000065256194,0.00018902312,0.000043266864,0.00004524235,0.00026707313,0.000022307595,0.000031911957,1.18587835e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007891067,0.00020705859,0.00015557613,0.00000559673,0.00008577059,1.7811959e-7,0.00018487996,0.8259165,0.006938529,0.009725758,0.000080308724,0.15662092],"study_design_scores_gemma":[0.001223776,0.00012167378,0.00008465584,0.000013070706,0.000038208687,5.336112e-7,0.000072349634,0.94436556,0.044052076,0.0033891583,0.0065659587,0.00007300792],"about_ca_topic_score_codex":0.000056513913,"about_ca_topic_score_gemma":0.0000071076893,"teacher_disagreement_score":0.84877115,"about_ca_system_score_codex":0.00002401365,"about_ca_system_score_gemma":0.00009718046,"threshold_uncertainty_score":0.26610702},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.013713130065274802,"score_gpt":0.2637246386273475,"score_spread":0.2500115085620727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780660461","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":[0.9599581,0.00032503786,0.0012525851,0.00021212336,0.0012386059,0.00026178645,0.00001892605,0.000023268609,0.036709566],"genre_scores_gemma":[0.9935202,0.0006176897,0.001473903,0.0002575393,0.00015989969,0.000028218587,0.00001018295,0.000080262056,0.0038520973],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975657,0.00011058282,0.0010161893,0.00033322876,0.00044983687,0.0005244626],"domain_scores_gemma":[0.99705917,0.0002144553,0.0012739408,0.0008642222,0.00036975526,0.00021844021],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00088401465,0.00032612451,0.00083839404,0.00026610921,0.00029771196,0.00022975376,0.00079269276,0.00026126968,0.00028599406],"category_scores_gemma":[0.000242146,0.00027782525,0.0006520256,0.00012738742,0.000085866144,0.0004114974,0.00011012238,0.00034252062,0.000031543746],"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":[0.0013419122,0.00034461744,0.000025912152,0.00003248657,0.00029087017,0.00014434612,0.0007409269,0.0061701634,0.9789057,0.0055679837,0.00059563894,0.00583947],"study_design_scores_gemma":[0.0038015244,0.00031173837,0.0000638157,0.00007680777,0.00009016147,0.00004027569,0.00019726103,0.0052801166,0.8658828,0.0056473757,0.118281394,0.000326711],"about_ca_topic_score_codex":0.0013427445,"about_ca_topic_score_gemma":0.0025757805,"teacher_disagreement_score":0.11768576,"about_ca_system_score_codex":0.00018457435,"about_ca_system_score_gemma":0.00027052447,"threshold_uncertainty_score":0.9999674},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.00548386377366263,"score_gpt":0.19631478560462115,"score_spread":0.1908309218309585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802772240","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024851253,0.000077708064,0.10945758,0.000012775875,0.8592282,0.000100187484,0.000003878114,0.00008591603,0.006182508],"genre_scores_gemma":[0.039216023,0.0008966787,0.007879531,0.00003189461,0.9516479,0.0000067735427,0.000012285773,0.00007939074,0.00022952791],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915254,0.00001129004,0.00034772893,0.00007719252,0.00023597878,0.00017524065],"domain_scores_gemma":[0.9992682,0.000023710372,0.00017099173,0.000099158686,0.00037227376,0.000065670676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027537363,0.00011539728,0.00016293628,0.00016437522,0.00008870724,0.00004658087,0.000097738994,0.00017218573,0.0000522532],"category_scores_gemma":[0.000024421555,0.00011406416,0.000110868314,0.00016668515,0.000021319962,0.00036637895,0.000008769206,0.00015490635,0.00000642577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013523332,0.000042961434,0.000024201054,0.000024708119,0.00009503965,0.0000015652448,0.00018023941,0.13094844,0.07176473,0.000048267142,0.7952877,0.0014468735],"study_design_scores_gemma":[0.0005158943,0.00029349088,0.0000083119485,0.0000151654385,0.00003203019,0.000014565304,0.000018593893,0.11381858,0.11644047,0.000060137903,0.76868224,0.000100533485],"about_ca_topic_score_codex":0.0000076094716,"about_ca_topic_score_gemma":0.000050248695,"teacher_disagreement_score":0.10157805,"about_ca_system_score_codex":0.00022130118,"about_ca_system_score_gemma":0.000049941136,"threshold_uncertainty_score":0.46514013},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01239484383775184,"score_gpt":0.24682655871637085,"score_spread":0.23443171487861902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389742589","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":[0.9191554,0.000680783,0.062198028,0.00008406706,0.0069223675,0.00021687972,0.000022440268,0.000489749,0.0102302795],"genre_scores_gemma":[0.96026623,0.0075281677,0.029213471,0.00017208687,0.00063588546,0.000039504466,0.000121074605,0.00025683784,0.0017667148],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989728,0.0000059398667,0.00042658873,0.0000798348,0.00023581718,0.00027905745],"domain_scores_gemma":[0.9993925,0.00005445761,0.00017091968,0.00015888666,0.00013450027,0.000088727786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030190023,0.000112952795,0.00017744956,0.00029218488,0.000051757364,0.000025738029,0.00010210292,0.000069784175,0.00002301452],"category_scores_gemma":[0.0000753732,0.00010937065,0.00012684856,0.00034554471,0.000008670773,0.00015439764,0.00001219423,0.00013347098,0.0000053591043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033369506,0.000013607713,0.00011297659,0.00003066553,0.000066166656,0.00008737069,0.00010370026,0.97693396,0.012566736,0.0002448891,0.0076473523,0.0021591848],"study_design_scores_gemma":[0.0003800372,0.00010820163,0.000057690337,0.00003124042,0.000017520972,0.00007633691,0.000051877367,0.7460421,0.04014257,0.00026201177,0.21271874,0.000111672874],"about_ca_topic_score_codex":0.0000055136443,"about_ca_topic_score_gemma":0.00000781463,"teacher_disagreement_score":0.23089188,"about_ca_system_score_codex":0.00013939636,"about_ca_system_score_gemma":0.00005516273,"threshold_uncertainty_score":0.44600058},"labels":[],"label_agreement":null}]}