{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":39,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":39,"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":"87c7da1573f7","filters":{"venue":"Journal of the Society for Information Display"}},"results":[{"id":"W3019911669","doi":"10.1002/jsid.899","title":"Submicron full‐color LED pixels for microdisplays and micro‐LED main displays","year":2020,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"University of California, Santa Barbara","keywords":"Light-emitting diode; Materials science; RGB color model; Optoelectronics; Pixel; Optics; LED lamp; LED display; Molecular beam epitaxy; Dimension (graph theory); Computer science; Nanotechnology; Epitaxy; Artificial intelligence; Physics","authors":[{"name":"Xianhe Liu","is_ca":true},{"name":"Yuanpeng Wu","is_ca":false},{"name":"Yakshita Malhotra","is_ca":false},{"name":"Yi Sun","is_ca":false},{"name":"Yong‐Ho Ra","is_ca":true},{"name":"Renjie Wang","is_ca":true},{"name":"Seth Coe‐Sullivan","is_ca":false},{"name":"Zetian Mi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009938993105388602,"gpt":0.2354844045016097,"spread":0.2255454113962211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004417364,0.0001914726,0.0003296227,0.00002140593,0.0002784947,0.0002029724,0.0003003678,0.00007598789,0.00004303765],"category_scores_gemma":[0.00003236263,0.0001293601,0.0009457564,0.00008776399,0.00006104739,0.0008151261,0.00006543037,0.0001474397,0.000005261573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004093026,"about_ca_system_score_gemma":0.00009810839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005312664,"about_ca_topic_score_gemma":9.153411e-7,"domain_scores_codex":[0.9987918,0.000022454,0.0006939299,0.00009456309,0.0001434541,0.0002537646],"domain_scores_gemma":[0.9985174,0.000128572,0.0009101162,0.0001210038,0.0001974272,0.0001254756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006190003,0.00006670692,0.001133154,0.0006547092,0.0007031797,9.754569e-8,0.008511925,0.0003131822,0.9107003,0.004594383,0.07148258,0.001220823],"study_design_scores_gemma":[0.02201125,0.00134408,0.004346467,0.0004634302,0.001963538,0.00005907506,0.01847308,0.00951551,0.3484461,0.003524348,0.5884032,0.001449957],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851535,0.00006813159,0.009607564,0.002791009,0.0005662946,0.0006387128,0.001080231,0.000008097161,0.00008643435],"genre_scores_gemma":[0.9934779,0.00001195795,0.004004102,0.001673119,0.0005638794,0.00003712694,0.0001039566,0.00001955652,0.0001084466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5622541,"threshold_uncertainty_score":0.5275151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018882323","doi":"10.1889/1.2825096","title":"Development of photonic crystal composites for display applications","year":2007,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Opalux (Canada); University of Toronto","funders":"","keywords":"Inkwell; Materials science; Photonic crystal; Structural coloration; Optoelectronics; Flexible display; Photonics; Bistability; Display device; Voltage; Power consumption; Liquid-crystal display; Power (physics); Optics; Computer science; Nanotechnology; Electrical engineering; Composite material; Physics; Engineering","authors":[{"name":"André C. Arsenault","is_ca":true},{"name":"Daniel P. Puzzo","is_ca":true},{"name":"Assaad Ghoussoub","is_ca":true},{"name":"Ian Manners","is_ca":false},{"name":"Geoffrey A. Ozin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008386765119374891,"gpt":0.2657946013514538,"spread":0.2574078362320789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005541645,0.00008760817,0.0001480163,0.00002523773,0.0003531823,0.00003188826,0.0002642667,0.00003310323,0.00001202995],"category_scores_gemma":[0.000005014838,0.00006053442,0.0007320825,0.0001343137,0.0000451435,0.0003121225,0.00003447639,0.00008906316,0.000001179558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005530771,"about_ca_system_score_gemma":0.0001577454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001696034,"about_ca_topic_score_gemma":0.000001519197,"domain_scores_codex":[0.9989174,0.000002654042,0.0007152123,0.00004264241,0.0001713031,0.0001507927],"domain_scores_gemma":[0.9984953,0.0001330073,0.000892613,0.0001331533,0.0002951504,0.00005079433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004604693,0.00153758,0.004384526,0.001094118,0.003268783,2.315781e-8,0.03723852,0.004606373,0.334758,0.5025569,0.02900413,0.08109055],"study_design_scores_gemma":[0.002163264,0.00005627203,0.002944134,0.00008287311,0.0002142571,0.000004416792,0.007235783,0.003570613,0.1125484,0.003806027,0.8671355,0.0002384003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2137719,0.00002586215,0.7841545,0.0001281184,0.00008426019,0.0008478335,0.0002476602,0.000004471273,0.0007353649],"genre_scores_gemma":[0.9557292,0.000001642438,0.04386834,0.00006658577,0.00009390468,0.0001079518,0.00007099609,0.000006372988,0.00005504453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8381314,"threshold_uncertainty_score":0.2716428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992568066","doi":"10.1889/jsid16.11.1105","title":"The effect of stereoscopic viewing in a word‐search task with a layered background","year":2008,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Stirling; University of Southern California","keywords":"Parallax; Stereoscopy; Brightness; Display size; Computer science; Artificial intelligence; Viewing angle; Word (group theory); Computer vision; Computer graphics (images); Display device; Mathematics; Physics; Liquid-crystal display; Optics; Geometry","authors":[{"name":"Sachi Mizobuchi","is_ca":false},{"name":"Shinya Terasaki","is_ca":false},{"name":"Jukka Häkkinen","is_ca":false},{"name":"Erkki Heinonen","is_ca":false},{"name":"Johan Bergquist","is_ca":false},{"name":"Mark Chignell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03044377381734474,"gpt":0.2938759366672316,"spread":0.2634321628498869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003076901,0.00007532435,0.0001437399,0.00003840103,0.000396617,0.00005487099,0.0002754467,0.00003400923,0.000004005378],"category_scores_gemma":[0.0002180231,0.00003446159,0.0003879869,0.0002605377,0.000112238,0.001036189,0.00002734483,0.0002836192,0.000003644346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007514972,"about_ca_system_score_gemma":0.00007385131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008339915,"about_ca_topic_score_gemma":0.000005999776,"domain_scores_codex":[0.9989735,0.00008427342,0.0004233851,0.00003898775,0.0003330938,0.0001467185],"domain_scores_gemma":[0.9984051,0.0008958433,0.0004446901,0.0001391697,0.00008608637,0.00002910376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01509518,0.0008545261,0.08903525,0.002577635,0.001806647,0.00002747679,0.3913533,0.06269526,0.3317497,0.004495327,0.06144294,0.03886674],"study_design_scores_gemma":[0.02214043,0.005800523,0.09514489,0.002175412,0.0003803342,0.00313794,0.03372184,0.02641712,0.6587213,0.000235339,0.1512502,0.0008746663],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982941,0.00001650187,0.0005057117,0.0004250837,0.0002404893,0.0002818833,0.00001042128,0.00000307426,0.0002227313],"genre_scores_gemma":[0.999474,0.00007081176,0.00008394803,0.00021186,0.00003047957,0.000008107863,4.370619e-7,0.000004291897,0.0001160127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3576315,"threshold_uncertainty_score":0.3050497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019587950","doi":"10.1889/1.1825701","title":"Color‐by‐Blue: A novel method to achieve full‐color inorganic EL displays","year":2004,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McMaster University","keywords":"Phosphor; Electroluminescence; Materials science; Optoelectronics; Backlight; Luminance; Photoluminescence; Full color; Blue light; Flat panel display; Red Color; Computer science; Optics; Liquid-crystal display; Nanotechnology; Artificial intelligence; Telecommunications; Physics","authors":[{"name":"Xingwei Wu","is_ca":false},{"name":"A. Nakua","is_ca":false},{"name":"Dan Cheong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006540866886246093,"gpt":0.2437354276448672,"spread":0.2371945607586211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004698795,0.0001576017,0.0002244849,0.00003785372,0.0001439297,0.0001067771,0.0003839518,0.0001265645,0.00001262129],"category_scores_gemma":[0.00009615337,0.0001046027,0.0006359965,0.0002818696,0.00002540265,0.00102801,0.00005001191,0.0002710375,0.00002156356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692881,"about_ca_system_score_gemma":0.0000607924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003930068,"about_ca_topic_score_gemma":0.000003424211,"domain_scores_codex":[0.9988432,0.000007370211,0.0005649114,0.00005374895,0.0002905235,0.0002402806],"domain_scores_gemma":[0.9992078,0.0001158957,0.0002274968,0.0001390565,0.0001677066,0.0001420404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002450581,0.0001389417,0.00005334793,0.0004441688,0.001007148,3.465727e-7,0.01459998,0.4991891,0.393726,0.009713445,0.07938722,0.001495281],"study_design_scores_gemma":[0.01650817,0.002395857,0.004490524,0.0008818716,0.001462194,0.000580245,0.01783534,0.1945295,0.1854346,0.003540919,0.5701295,0.002211295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.65352,0.00009730052,0.3430043,0.001664284,0.0009071511,0.0003873068,0.0001721768,0.00003650268,0.0002109993],"genre_scores_gemma":[0.9099876,0.00005771656,0.08553218,0.003922532,0.0003146458,0.00003331347,0.0000254599,0.00004200234,0.00008449909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4907423,"threshold_uncertainty_score":0.4265572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999241106","doi":"10.1002/jsid.285","title":"Wide field of view compressive light field display using a multilayer architecture and tracked viewers","year":2014,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Foundation Singapore; Mitsubishi Electric Research Laboratories; National Science Foundation; University of North Carolina at Chapel Hill; Samsung","keywords":"Computer science; Light field; Field of view; Field (mathematics); Computer graphics (images); Computer vision; Software; Depth of field; Artificial intelligence","authors":[{"name":"Renjie Chen","is_ca":false},{"name":"Andrew Maimone","is_ca":false},{"name":"Henry Fuchs","is_ca":false},{"name":"Ramesh Raskar","is_ca":false},{"name":"Gordon Wetzstein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006179948462573202,"gpt":0.2468722244422586,"spread":0.2406922759796854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001750857,0.0001044008,0.0002056737,0.00003271126,0.00007488464,0.00002757563,0.0002097982,0.00009286372,0.000002316424],"category_scores_gemma":[0.0005098045,0.00006621332,0.0003374118,0.00008986286,0.00004928884,0.0005102808,0.00005326415,0.0002853089,3.596117e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002573079,"about_ca_system_score_gemma":0.000008042999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.244827e-7,"about_ca_topic_score_gemma":6.362651e-7,"domain_scores_codex":[0.9992827,0.000008290667,0.0003993663,0.00003414088,0.0001406473,0.0001348729],"domain_scores_gemma":[0.9990483,0.0004072422,0.0002738325,0.0001368598,0.0001015334,0.00003224529],"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":[0.0002795453,0.00008862173,0.001979008,0.004951511,0.001267602,7.811347e-7,0.01852389,0.6664965,0.03549385,0.007047993,0.03338336,0.2304873],"study_design_scores_gemma":[0.002799999,0.0003501636,0.001470702,0.001771764,0.0004383226,0.0001095239,0.002075966,0.745724,0.1385792,0.005314649,0.1007946,0.0005710977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2394903,0.0005599225,0.7568603,0.002080827,0.0004284244,0.0002963186,0.00001494457,0.00005352021,0.0002154351],"genre_scores_gemma":[0.9467373,0.0001314993,0.05233584,0.0007440064,0.00003435172,0.000003566367,8.986762e-7,0.000009079326,0.000003398521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7072471,"threshold_uncertainty_score":0.2700101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2677720061","doi":"10.1002/jsid.560","title":"Chemical gas sensors using chiral nematic liquid crystals and its applications","year":2017,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Liquid crystal; Materials science; Wavelength; Reflection (computer programming); Chemical physics; Blueshift; Optics; Volatile organic compound; Optoelectronics; Chemical engineering; Organic chemistry; Chemistry; Physics; Computer science","authors":[{"name":"Khai Jun Kek","is_ca":true},{"name":"Jovia Jia Zhen Lee","is_ca":true},{"name":"Yuki Otono","is_ca":false},{"name":"Shoichi Ishihara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01472624464263871,"gpt":0.2801447740532153,"spread":0.2654185294105766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000234153,0.00007182418,0.0001327063,0.000008355902,0.0004055773,0.0001273479,0.0002345856,0.00003903675,0.00002008375],"category_scores_gemma":[0.00008140549,0.00004365157,0.0004658097,0.00002799234,0.00004407898,0.0005982948,0.0000797109,0.0001373061,0.000002899557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001811009,"about_ca_system_score_gemma":0.00003585653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001132534,"about_ca_topic_score_gemma":2.456051e-8,"domain_scores_codex":[0.9993402,0.000006016324,0.0003399362,0.00003502426,0.0001631375,0.0001156373],"domain_scores_gemma":[0.9990076,0.00007219264,0.0005764649,0.000129151,0.0001299966,0.00008454897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003316235,0.000314046,0.0007004169,0.0008916549,0.001349527,1.791382e-7,0.004546685,0.001533221,0.03330342,0.9316185,0.005301902,0.02010884],"study_design_scores_gemma":[0.01058678,0.0005098069,0.001505196,0.001204664,0.00181355,0.0001013769,0.007192794,0.5307063,0.137858,0.1597387,0.1471314,0.001651466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754968,0.00002730166,0.02204147,0.001073446,0.0001070693,0.000322614,0.00004333113,0.000003440533,0.0008845019],"genre_scores_gemma":[0.9978124,0.000004609355,0.001830056,0.00009748514,0.0001860042,0.000007838775,0.000002500178,0.000003950136,0.00005511264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7718798,"threshold_uncertainty_score":0.3119414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954455053","doi":"10.1002/jsid.824","title":"Curved OLED microdisplays","year":2019,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Commission; Institut national de la recherche scientifique","keywords":"Wafer; OLED; Materials science; Optoelectronics; Computer science; Silicon; AMOLED; Curvature; CMOS; Radius of curvature; Diagonal; Layer (electronics); Nanotechnology; Active matrix","authors":[{"name":"Tony Maindron","is_ca":false},{"name":"Bertrand Chambion","is_ca":false},{"name":"Marion Provost","is_ca":false},{"name":"A. Vandeneynde","is_ca":false},{"name":"Patrick Peray","is_ca":false},{"name":"Marc Zussy","is_ca":false},{"name":"J. Dechamp","is_ca":false},{"name":"C. Rossat","is_ca":false},{"name":"Stéphanie Gonnin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00332348166676453,"gpt":0.176931182597862,"spread":0.1736077009310975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002873546,0.0001016653,0.0001564221,0.00003953312,0.00006434757,0.00004629077,0.0004006225,0.0001146686,0.00001511942],"category_scores_gemma":[0.00004285993,0.00006812678,0.0008288939,0.0001386737,0.00003423615,0.0009271806,0.00002205365,0.0002601334,0.00003703911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270086,"about_ca_system_score_gemma":0.00002494084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.293498e-7,"about_ca_topic_score_gemma":5.885512e-7,"domain_scores_codex":[0.9992074,0.000004843864,0.0004204947,0.00002768718,0.0001916348,0.0001479878],"domain_scores_gemma":[0.9994039,0.00004978247,0.0002159884,0.0001889102,0.0001161062,0.00002532733],"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":[0.0002032373,0.00009103239,0.004701624,0.002642199,0.002497955,4.665574e-7,0.02316589,0.2773838,0.1133185,0.01214792,0.5511846,0.0126628],"study_design_scores_gemma":[0.006690157,0.0002563202,0.0205785,0.0004538184,0.0004109907,0.0001491533,0.006702658,0.07861104,0.07673021,0.001831166,0.8067067,0.0008792636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812903,0.0003389983,0.01293914,0.0007506654,0.002661866,0.0004440013,0.00006615058,0.0001601534,0.00134876],"genre_scores_gemma":[0.9963177,0.00005558351,0.003262486,0.0001885147,0.00004201836,0.000004729309,0.000004491082,0.00001212505,0.0001123572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555222,"threshold_uncertainty_score":0.2778129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099630320","doi":"10.1002/jsid.99","title":"Guidelines for an improved quality of experience in 3‐D TV and 3‐D mobile displays","year":2012,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stereoscopy; Computer science; Parallax; Computer vision; Quality (philosophy); Mobile device; Computer graphics (images); Image quality; Quality of experience; Artificial intelligence; Autostereoscopy; Multimedia; Image (mathematics); World Wide Web; Telecommunications","authors":[{"name":"Di Xu","is_ca":true},{"name":"Lino Coria","is_ca":true},{"name":"Panos Nasiopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06249590688009196,"gpt":0.3788772900794615,"spread":0.3163813831993696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005501068,0.00007284735,0.0001530146,0.00002534042,0.00004002755,0.00001661802,0.0001803253,0.00005981532,6.130346e-7],"category_scores_gemma":[0.000569705,0.00004828111,0.0002026127,0.00008502937,0.00007341093,0.001958187,0.00003464292,0.00009840199,8.955421e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004661144,"about_ca_system_score_gemma":0.000008936096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002053158,"about_ca_topic_score_gemma":9.809739e-7,"domain_scores_codex":[0.999128,0.000004516382,0.0006004731,0.00002433418,0.00009813238,0.0001445561],"domain_scores_gemma":[0.9992642,0.0001126785,0.000252907,0.0001194562,0.0002173304,0.0000333737],"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":[0.0006899774,0.000542836,0.04280348,0.005877101,0.0007617442,6.738324e-8,0.1618451,0.3116828,0.2376439,0.03860902,0.02870461,0.1708393],"study_design_scores_gemma":[0.004934375,0.000467713,0.02666194,0.0003171014,0.000116352,0.00003088214,0.05104521,0.8029197,0.07395364,0.006556835,0.03227558,0.000720606],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8450037,0.0003008794,0.1538972,0.0001355893,0.000257103,0.0003206941,0.00003556644,0.00002671179,0.00002256791],"genre_scores_gemma":[0.9181341,0.00005806276,0.08164666,0.0000757505,0.00003390864,0.00003927189,0.000002170525,0.000005787082,0.000004314742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.491237,"threshold_uncertainty_score":0.1968847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139282489","doi":"10.1889/1.2012647","title":"Pixel circuits and drive schemes for glass and elastic AMOLED displays","year":2005,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"IGNIS Innovation (Canada)","funders":"","keywords":"Citation; Computer science; AMOLED; Computer graphics (images); Art history; Information retrieval; World Wide Web; Physics; Art; Quantum mechanics","authors":[{"name":"Stefan Alexander","is_ca":true},{"name":"Peyman Servati","is_ca":true},{"name":"G. Reza Chaji","is_ca":true},{"name":"Shahin Jafarabadi Ashtiani","is_ca":true},{"name":"Ruiqi Huang","is_ca":true},{"name":"Denis Striakhilev","is_ca":true},{"name":"K. Sakariya","is_ca":true},{"name":"A. Kumar","is_ca":true},{"name":"Arokia Nathan","is_ca":true},{"name":"Corbin Church","is_ca":true},{"name":"Jay Wzorek","is_ca":true},{"name":"Paul Arsenault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005363266779669316,"gpt":0.2006238743537451,"spread":0.1952606075740758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002027074,0.0001130918,0.000158232,0.00004038391,0.0001413812,0.00006719584,0.0001608594,0.0001090527,0.000001117884],"category_scores_gemma":[0.000118972,0.0000799248,0.0002951044,0.00007242871,0.00007642146,0.0009940675,0.00002200184,0.0001714549,8.279439e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008734611,"about_ca_system_score_gemma":0.00001715685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.645835e-7,"about_ca_topic_score_gemma":0.000001800505,"domain_scores_codex":[0.9993211,0.000003013534,0.0003555472,0.00003825152,0.0001327845,0.0001492724],"domain_scores_gemma":[0.9994676,0.0001221287,0.0001780452,0.00009071593,0.0001008893,0.00004065888],"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":[0.0004353825,0.0002426981,0.005468924,0.009470852,0.006346733,7.20942e-7,0.0825349,0.1160316,0.103103,0.08262539,0.2036821,0.3900577],"study_design_scores_gemma":[0.008448937,0.0003808129,0.01660972,0.0005218965,0.0008728151,0.0002243903,0.006312946,0.3889359,0.01952886,0.003091098,0.5542009,0.00087173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8233698,0.0007947591,0.1732403,0.001281605,0.0004859487,0.0004995417,0.0001075424,0.0001011287,0.0001193394],"genre_scores_gemma":[0.9917706,0.0001577491,0.007822822,0.0001228379,0.00006833289,0.00001672333,0.000003315744,0.00001157543,0.00002606871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.389186,"threshold_uncertainty_score":0.3259239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3146621295","doi":"10.1002/jsid.1002","title":"Subjective assessment of display stream compression for stereoscopic imagery","year":2021,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Computer science; Stereoscopy; Computer vision; Lossless compression; Artificial intelligence; Codec; Uncompressed video; Data compression; Compression (physics); Image compression; Computer graphics (images); Image processing; Video processing; Computer hardware; Image (mathematics); Video tracking","authors":[{"name":"Sanjida Sharmin Mohona","is_ca":true},{"name":"Laurie M. Wilcox","is_ca":true},{"name":"Robert S. Allison","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0175239324358344,"gpt":0.3289183316496126,"spread":0.3113943992137782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008553023,0.0001122134,0.000255572,0.00003523021,0.0002166286,0.0001825758,0.0005728723,0.00006179877,0.000003719651],"category_scores_gemma":[0.0001210544,0.00007349613,0.00104533,0.0002054074,0.00004099747,0.00243036,0.0001867503,0.0001635118,5.016578e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318632,"about_ca_system_score_gemma":0.000482604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002557856,"about_ca_topic_score_gemma":0.000001142914,"domain_scores_codex":[0.9984252,0.00005807661,0.0007809198,0.00008011631,0.0004842521,0.000171432],"domain_scores_gemma":[0.9971064,0.0003771582,0.001159755,0.0003162337,0.0009893454,0.00005110171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004240519,0.003045737,0.01847544,0.007523375,0.005129152,0.000005746802,0.0730631,0.01512658,0.04485875,0.5127177,0.1722845,0.1473459],"study_design_scores_gemma":[0.01451314,0.001802253,0.1992337,0.002162956,0.0007872907,0.0002105507,0.01821943,0.4580087,0.2026077,0.0220797,0.07924591,0.001128662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04771487,0.00007634203,0.9491724,0.001396192,0.0008961088,0.0003492098,0.00007319576,0.000008268793,0.0003134128],"genre_scores_gemma":[0.805301,0.00003647794,0.1933042,0.001053255,0.0001159802,0.00002596826,0.00002376491,0.000006827566,0.0001326248],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7575861,"threshold_uncertainty_score":0.2997085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2511994841","doi":"10.1002/jsid.464","title":"Auto‐calibration of a projector–camera stereo system for projection mapping","year":2016,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Advanced Vision and Imaging","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Christie (Canada); University of Waterloo","funders":"","keywords":"Projector; Computer vision; Computer science; Artificial intelligence; Camera auto-calibration; Camera resectioning; Calibration; Projection (relational algebra); Pixel; Structured light; Stereo camera; Computer graphics (images); Mathematics; Algorithm","authors":[{"name":"Jason Deglint","is_ca":true},{"name":"Andrew Cameron","is_ca":true},{"name":"Christian Scharfenberger","is_ca":true},{"name":"Hicham Sekkati","is_ca":true},{"name":"Mark Lamm","is_ca":true},{"name":"Alexander Wong","is_ca":true},{"name":"David A. Clausi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01574627026013928,"gpt":0.26277118930556,"spread":0.2470249190454207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006339771,0.00007598459,0.0001384857,0.00006529237,0.0001609047,0.00008486221,0.0003719096,0.00004070065,6.025803e-7],"category_scores_gemma":[0.0001200397,0.00003895521,0.0005613201,0.0002128241,0.00002491,0.004090279,0.00005640365,0.00005757764,5.854104e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364659,"about_ca_system_score_gemma":0.0001256228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.299692e-7,"about_ca_topic_score_gemma":1.316352e-7,"domain_scores_codex":[0.9989393,0.00001966434,0.0006066728,0.00005413348,0.0002596176,0.0001206431],"domain_scores_gemma":[0.9980738,0.0001138051,0.001190131,0.0001587349,0.0004350783,0.00002846905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003033392,0.0001439161,0.000779065,0.002503565,0.0005614215,1.302774e-7,0.03828228,0.001370064,0.0511858,0.09228824,0.03096879,0.7816134],"study_design_scores_gemma":[0.00338952,0.0003082984,0.0007862765,0.001229899,0.00004671761,0.00007231097,0.003699607,0.9283549,0.02690514,0.001493767,0.0334968,0.000216805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002864663,0.00001665534,0.99437,0.001487324,0.0006660988,0.0005015995,0.00001351959,0.00002334365,0.00005684078],"genre_scores_gemma":[0.8025606,0.00001292223,0.1967758,0.0003228295,0.000154298,0.0000392964,0.000001777712,0.000007747472,0.0001247815],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9269848,"threshold_uncertainty_score":0.2965354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976404606","doi":"10.1889/1.2012599","title":"Driving large‐sized OLED TVs with an amorphous‐silicon backplane","year":2005,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Asia Pacific; University of Vermont; Université de Sherbrooke","keywords":"Citation; Computer science; Art history; World Wide Web; Art","authors":[{"name":"Takatoshi Tsujimura","is_ca":false},{"name":"Frank Libsch","is_ca":false},{"name":"Paul Andry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00433609863945751,"gpt":0.1991513375668113,"spread":0.1948152389273538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003674461,0.000139533,0.0001923071,0.00005000247,0.0001459555,0.00007710448,0.0003832898,0.000122632,0.00001543377],"category_scores_gemma":[0.00003943859,0.00008920203,0.0004107156,0.0001471325,0.000042013,0.001864088,0.00001751535,0.0003251232,0.000007879473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701038,"about_ca_system_score_gemma":0.00003485982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.351754e-7,"about_ca_topic_score_gemma":0.00002350389,"domain_scores_codex":[0.9990168,0.000008037231,0.0004494158,0.00003980425,0.0002676062,0.0002183305],"domain_scores_gemma":[0.9993147,0.00004615834,0.0002617385,0.0002089005,0.000115938,0.00005251624],"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":[0.0005240118,0.0002571043,0.004142426,0.0009502576,0.002224464,0.000001735311,0.0381691,0.7910089,0.02336765,0.003917979,0.1086605,0.02677575],"study_design_scores_gemma":[0.01407566,0.0007532859,0.02796043,0.0006109928,0.0007151986,0.0004655145,0.01436221,0.4684116,0.04197991,0.0004121448,0.4289944,0.001258642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670005,0.0001329509,0.03084891,0.0008321861,0.0003749454,0.0002758077,0.00004657507,0.0002374739,0.0002506677],"genre_scores_gemma":[0.9829748,0.0000490943,0.01657497,0.000227149,0.00009543495,0.000007785748,0.000009969045,0.00001908969,0.00004174638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3225974,"threshold_uncertainty_score":0.3637553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035230686","doi":"10.1889/1.1973997","title":"Sphere‐supported thin‐film electroluminescence: A new platform technology for displays and lighting","year":2005,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":5,"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","keywords":"Citation; Computer science; Electroluminescence; World Wide Web; Art history; Physics; Art; Nanotechnology; Materials science","authors":[{"name":"Adrian H. Kitai","is_ca":true},{"name":"Yingwei Xiang","is_ca":true},{"name":"Brian Cox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005902301052269802,"gpt":0.2425284313593315,"spread":0.2366261303070617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002197623,0.0001005337,0.0001512801,0.00002496378,0.000304902,0.00007627238,0.0002159458,0.00006153724,0.0000241181],"category_scores_gemma":[0.00001734287,0.00006738539,0.0004651062,0.000153986,0.00003862144,0.0007487672,0.00003660428,0.0001475872,0.000001390243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004060499,"about_ca_system_score_gemma":0.0001557503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004350448,"about_ca_topic_score_gemma":0.00000281943,"domain_scores_codex":[0.9991927,0.000001763306,0.0004464446,0.000052524,0.0001159832,0.0001905916],"domain_scores_gemma":[0.999,0.00005481283,0.0006223027,0.0001157929,0.0001470641,0.00006002708],"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":[0.0003037152,0.000393807,0.008605738,0.0003201657,0.001818465,6.306875e-8,0.01710251,0.005393347,0.02825301,0.3383912,0.4520781,0.1473399],"study_design_scores_gemma":[0.004171529,0.0001804844,0.0008465648,0.0001128839,0.0003244931,0.00003857894,0.006538958,0.08831114,0.02032933,0.02275694,0.8560484,0.0003407228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7782186,0.0001799713,0.2083153,0.009919822,0.0002083186,0.001289848,0.0001964625,0.00002976422,0.001641979],"genre_scores_gemma":[0.9907415,0.00001076655,0.008195247,0.0002543821,0.0003141639,0.00003780733,0.00002277368,0.000007876924,0.0004155036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4039703,"threshold_uncertainty_score":0.2747896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1884664373","doi":"10.1002/jsid.109","title":"Fast full‐color reflective display via photoluminescent enhancement","year":2012,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hewlett-Packard (Canada)","funders":"","keywords":"Gamut; Backlight; Computer science; Liquid-crystal display; Electroluminescent display; Shutter; Optoelectronics; Display device; Lightness; Materials science; Optics; Computer graphics (images); Computer vision; Layer (electronics); Electroluminescence; Physics","authors":[{"name":"Gary A. P. Gibson","is_ca":false},{"name":"Xia Sheng","is_ca":false},{"name":"Dick Henze","is_ca":false},{"name":"Sity Lam","is_ca":false},{"name":"Patricia Beck","is_ca":false},{"name":"Yoocharn Jeon","is_ca":false},{"name":"Zhang‐Lin Zhou","is_ca":false},{"name":"Brad Benson","is_ca":false},{"name":"Qin Liu","is_ca":false},{"name":"Gregg Combs","is_ca":false},{"name":"Tim Koch","is_ca":false},{"name":"Kent Biggs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005580289241736517,"gpt":0.224267122365681,"spread":0.2186868331239445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004038701,0.0001226369,0.0001479747,0.00003725751,0.0001518749,0.00003431355,0.000240852,0.00009901978,0.000006335365],"category_scores_gemma":[0.00005401864,0.00008047606,0.0005167382,0.0001568459,0.00003956711,0.0008065365,0.00003641776,0.0002506867,0.00001040276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862871,"about_ca_system_score_gemma":0.00002357963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.10642e-7,"about_ca_topic_score_gemma":4.95125e-7,"domain_scores_codex":[0.9990595,0.000007051318,0.0004218624,0.00002962308,0.0001925532,0.0002894252],"domain_scores_gemma":[0.9993874,0.00004068825,0.0002713292,0.00012876,0.0001258181,0.00004601205],"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":[0.0001228398,0.0001422683,0.0004586208,0.0004681859,0.001093879,1.246422e-7,0.01680917,0.001183225,0.7201251,0.001284621,0.2223703,0.0359417],"study_design_scores_gemma":[0.001034089,0.0002171883,0.0008076358,0.000129233,0.0001740009,0.00009763224,0.002652783,0.002827425,0.8390119,0.0001335195,0.1526445,0.0002700578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8418262,0.001621655,0.1523291,0.0006546528,0.002198962,0.0005035286,0.00002586555,0.0001336711,0.0007063525],"genre_scores_gemma":[0.9964836,0.0002171984,0.002826,0.0002031045,0.0001453363,0.00002460132,0.000005247176,0.00001110953,0.00008384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1546573,"threshold_uncertainty_score":0.3281718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205149206","doi":"10.1002/jsid.1101","title":"Metameric failure assessment and reduction between RGB and laser phosphor projectors","year":2022,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Innovation Council; University of British Columbia","funders":"","keywords":"Colorimetry; RGB color model; Computer science; Reduction (mathematics); Artificial intelligence; Laser; Matching (statistics); Computer vision; Optics; Mathematics; Statistics; Physics; Geometry","authors":[{"name":"Stelios Ploumis","is_ca":true},{"name":"Ronan Boitard","is_ca":true},{"name":"Anders Ballestad","is_ca":true},{"name":"Gerwin Damberg","is_ca":true},{"name":"Panos Nasiopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007896138627185616,"gpt":0.2712848239716596,"spread":0.263388685344474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003229435,0.00004573045,0.00007573407,0.00001710218,0.0004882657,0.00006443496,0.00009945509,0.000008999134,0.00002307651],"category_scores_gemma":[0.00000209169,0.0000306821,0.0001878625,0.0001621058,0.00003785651,0.0005587102,0.00006314136,0.0001323814,2.176532e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003851849,"about_ca_system_score_gemma":0.00007222214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008158958,"about_ca_topic_score_gemma":1.295502e-7,"domain_scores_codex":[0.9995362,0.0000103303,0.0001945303,0.00003455875,0.000157046,0.00006740737],"domain_scores_gemma":[0.9995021,0.00002610915,0.0003314867,0.00005681501,0.00005539842,0.0000281357],"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":[0.00009981967,0.0004432396,0.2630894,0.0002094522,0.00244315,6.838128e-8,0.07109727,0.01074857,0.004538837,0.05662749,0.2695893,0.3211134],"study_design_scores_gemma":[0.002792599,0.0004882373,0.2096363,0.00003125672,0.0007939999,0.00003565819,0.1043204,0.008850215,0.002866484,0.008509382,0.6612181,0.0004572881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931517,0.00001363653,0.003815449,0.002445207,0.0001065891,0.0002703299,0.00007062376,0.000002800833,0.0001236859],"genre_scores_gemma":[0.9981378,0.000003155332,0.001598673,0.00006475329,0.0000744848,0.00004141335,0.00001110228,0.000001907521,0.00006676624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3916289,"threshold_uncertainty_score":0.3755395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013670614","doi":"10.1002/jsid.892","title":"Antireflection displays with ambient contrast enhancement for extended device battery lifetime and reduced energy consumption","year":2020,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Contrast (vision); Battery (electricity); Energy consumption; Computer science; Materials science; Consumption (sociology); Energy (signal processing); Contrast ratio; Optoelectronics; Computer graphics (images); Optics; Electrical engineering; Computer vision; Aesthetics; Art; Power (physics); Physics","authors":[{"name":"Karl Köch","is_ca":false},{"name":"Brooke A. Hathaway","is_ca":false},{"name":"Carlo Kosik Williams","is_ca":false},{"name":"Jaymin Amin","is_ca":false},{"name":"Alexandre Mayolet","is_ca":false},{"name":"Deeder Aurongzeb","is_ca":true},{"name":"J. David McDonald","is_ca":true},{"name":"Shandon D. Hart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01459424404223781,"gpt":0.2537170947775183,"spread":0.2391228507352805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003940974,0.0001032009,0.0001680022,0.00001301254,0.0002847336,0.0001692912,0.0001174587,0.00004788217,0.00001563404],"category_scores_gemma":[0.0001201214,0.00006127869,0.0002186162,0.0000725827,0.00006684577,0.0008615577,0.00003037451,0.00007464281,0.000002217319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004616938,"about_ca_system_score_gemma":0.00004897711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002144533,"about_ca_topic_score_gemma":0.000001208832,"domain_scores_codex":[0.999041,0.00001642937,0.0004689519,0.00007519599,0.0002461573,0.0001523337],"domain_scores_gemma":[0.9987478,0.0001118906,0.0007027308,0.00005960406,0.0002916808,0.00008631666],"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":[0.0007623007,0.00005391813,0.000122024,0.0003825527,0.0001001951,8.181966e-8,0.004163197,0.0003588246,0.9805393,0.002841376,0.008462962,0.002213278],"study_design_scores_gemma":[0.00635847,0.002763691,0.004513851,0.0004516716,0.0005108439,0.00007041981,0.002344024,0.04817452,0.9106716,0.000389032,0.02326862,0.0004832758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732619,0.00003758282,0.1225911,0.003415029,0.0002500551,0.0003416935,0.00004324981,0.00001047483,0.00004886719],"genre_scores_gemma":[0.9878134,0.00002541175,0.009247712,0.002724259,0.0001197653,0.00002570551,0.000009904222,0.000006409209,0.00002749007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1145514,"threshold_uncertainty_score":0.2498872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986380692","doi":"10.1889/jsid19.11.833","title":"Watt‐level compact green laser for projection display","year":2011,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Photorefractive and Nonlinear Optics","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Optics; Laser; Diode; Second-harmonic generation; Laser diode; Green laser; Power (physics); Optoelectronics; Plane (geometry); Green-light; Crystal (programming language); Energy conversion efficiency; Watt; Projection (relational algebra); Harmonic; Physics; Computer science","authors":[{"name":"Yi Gan","is_ca":true},{"name":"Qingyang Xu","is_ca":true},{"name":"Yang Lü","is_ca":true},{"name":"Jian Sun","is_ca":true},{"name":"Changqing Xu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0416962451310726,"gpt":0.2812415553581186,"spread":0.2395453102270459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003312736,0.000097583,0.0001373566,0.00002263579,0.0002123271,0.0000372693,0.0001840836,0.00004230265,0.00002438804],"category_scores_gemma":[0.00001531838,0.00005900166,0.0009340202,0.00007831115,0.00003125197,0.001101634,0.00001865543,0.0001478702,0.000005292486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004569404,"about_ca_system_score_gemma":0.00008358784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003324464,"about_ca_topic_score_gemma":0.000001676415,"domain_scores_codex":[0.9992976,0.000009699624,0.0003635064,0.00003698041,0.0001506267,0.0001415495],"domain_scores_gemma":[0.9988467,0.0000660901,0.0006169584,0.0001013411,0.0003234964,0.00004546435],"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":[0.005594428,0.003320224,0.1223103,0.001402653,0.0122921,4.052208e-7,0.149263,0.001124597,0.007895769,0.05646005,0.5552177,0.08511879],"study_design_scores_gemma":[0.01406695,0.001849251,0.092402,0.000346325,0.0016655,0.00003561213,0.02035976,0.04608934,0.1411292,0.01948614,0.6613601,0.0012098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672908,0.00001121509,0.1245914,0.000526856,0.001243838,0.001206391,0.001270257,0.00001245032,0.003846848],"genre_scores_gemma":[0.9941263,0.000001974464,0.004557172,0.0002455,0.0004680826,0.00001567572,0.00005516517,0.00001038677,0.0005197216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1332335,"threshold_uncertainty_score":0.2406018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068591066","doi":"10.1889/1.1844656","title":"A large high‐resolution electroluminescent display","year":2001,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Semiconductor Lasers and Optical Devices","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":"Advanced Micro Devices (Canada)","funders":"General Dynamics Land Systems; Centers for Disease Control and Prevention; Compute Canada","keywords":"Luminance; Upgrade; Grayscale; Computer science; Electroluminescence; Computer graphics (images); Display resolution; High resolution; Telecommunications; Display device; Computer vision; Remote sensing; Materials science; Geology","authors":[{"name":"Terry Hatton","is_ca":false},{"name":"J. Thomas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00523864169194422,"gpt":0.2085228101606892,"spread":0.203284168468745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002669311,0.00009500126,0.0001295059,0.00002574764,0.0001219253,0.00006413749,0.0001943489,0.00007477182,0.0000196385],"category_scores_gemma":[0.00004418841,0.00006031025,0.0005829994,0.0001619827,0.00001827545,0.000943196,0.00001735912,0.0001762802,0.000009415485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189174,"about_ca_system_score_gemma":0.00001997352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001232024,"about_ca_topic_score_gemma":0.000003184972,"domain_scores_codex":[0.9991421,0.000006011485,0.0003911455,0.00002827196,0.0002191849,0.0002133383],"domain_scores_gemma":[0.9994944,0.00004234009,0.000172193,0.00009975386,0.0001327201,0.0000586092],"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":[0.0007832331,0.0004518464,0.007057753,0.001609686,0.003082599,0.000003178182,0.01424158,0.1628445,0.03699391,0.04617869,0.7209831,0.005769943],"study_design_scores_gemma":[0.003359784,0.0001491281,0.01295752,0.000171836,0.0003031896,0.0001311712,0.001535517,0.3327417,0.005545377,0.0006118496,0.6420978,0.0003951743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742595,0.0003193491,0.02287691,0.0005852649,0.001260341,0.0002034311,0.00004189465,0.00003571784,0.0004176149],"genre_scores_gemma":[0.9984761,0.000195401,0.0005733301,0.0004579981,0.0002069421,0.000005227506,0.00001294047,0.00000873247,0.00006335969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1698972,"threshold_uncertainty_score":0.2459381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097815703","doi":"10.1002/jsid.971","title":"Black tonal level reproduction in pulse‐width‐modulated high dynamic range displays","year":2020,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; BC Innovation Council","funders":"","keywords":"Luminance; High dynamic range; Computer science; Dynamic range; Pulse-width modulation; Display device; Computer vision; Modulation (music); Artificial intelligence; Acoustics; Physics","authors":[{"name":"Ronan Boitard","is_ca":true},{"name":"Stelios Ploumis","is_ca":true},{"name":"Raveen Kumaran","is_ca":true},{"name":"Gerwin Damberg","is_ca":true},{"name":"Anders Ballestad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01552917164798267,"gpt":0.2553623533855489,"spread":0.2398331817375662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003169403,0.00008092266,0.0001244858,0.00002208999,0.0001497087,0.00006434078,0.0002683149,0.00003274979,0.00004287367],"category_scores_gemma":[0.00002603313,0.00005657327,0.0004583134,0.0003684113,0.0000508025,0.00101628,0.00004119195,0.0001857488,0.00001403871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005811609,"about_ca_system_score_gemma":0.00007654023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001447499,"about_ca_topic_score_gemma":0.000002074081,"domain_scores_codex":[0.9991178,0.00001027854,0.0004534216,0.00007394088,0.0002129475,0.0001316465],"domain_scores_gemma":[0.999191,0.00003018394,0.0004502948,0.0001284109,0.0001469519,0.0000531959],"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":[0.0008481217,0.00127646,0.06641643,0.0005057916,0.001340674,5.295635e-7,0.09544381,0.3920932,0.02139776,0.1042484,0.1665741,0.1498547],"study_design_scores_gemma":[0.007181887,0.0003922747,0.4289321,0.000174763,0.0003157517,0.00001377327,0.01204357,0.4573775,0.004122226,0.02173815,0.06694217,0.0007658135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948341,0.00001028721,0.03638624,0.01420173,0.0002420031,0.0003837981,0.0001517559,0.000006925563,0.0002763201],"genre_scores_gemma":[0.9984047,0.00000405736,0.0008960654,0.0003919462,0.0001707435,0.00001289537,0.0000330335,0.000004000527,0.00008255665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3625157,"threshold_uncertainty_score":0.2306991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991415630","doi":"10.1002/jsid.864","title":"Seamless ultrathin rear projection display","year":2019,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":1,"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","keywords":"Projector; Liquid-crystal display; Digital Light Processing; Projection (relational algebra); Viewing angle; Optics; Liquid crystal on silicon; RGB color model; Computer science; Computer graphics (images); Dot pitch; Pixel; Materials science; Computer vision; Physics","authors":[{"name":"Adrian Kitai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006044906735647893,"gpt":0.2366633572172776,"spread":0.2306184504816297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006231329,0.0001131094,0.0001530752,0.00005079273,0.000197872,0.0001998191,0.000754762,0.00007619277,0.000008937008],"category_scores_gemma":[0.00008078165,0.00006957685,0.001002311,0.0002594375,0.00002542594,0.004761667,0.00008366714,0.000266761,0.00005796185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359227,"about_ca_system_score_gemma":0.0001358665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004287735,"about_ca_topic_score_gemma":4.967478e-7,"domain_scores_codex":[0.9988688,0.0000300427,0.0004534722,0.00007361105,0.0003908087,0.0001832185],"domain_scores_gemma":[0.99826,0.0001047722,0.0007783506,0.0002547584,0.000557192,0.0000449638],"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":[0.0005643149,0.0005045271,0.007584087,0.0009182135,0.001969541,0.000001301749,0.104692,0.006813587,0.08667003,0.3773946,0.4015551,0.01133282],"study_design_scores_gemma":[0.008545503,0.001877657,0.07594386,0.0008774167,0.0003419548,0.0007667398,0.02066178,0.2332474,0.1218439,0.004392883,0.5301575,0.001343306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4202299,0.00006968949,0.5582353,0.00510809,0.007566195,0.001330579,0.00005271194,0.00002427317,0.007383262],"genre_scores_gemma":[0.9927425,0.00002092795,0.003697677,0.002577326,0.000142863,0.000009395319,0.000007666501,0.000007082825,0.0007945994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5725126,"threshold_uncertainty_score":0.3452094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403153014","doi":"10.1002/jsid.2003","title":"Subjective assessment of visual fidelity: Comparison of forced‐choice methods","year":2024,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Color perception and design","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Computer science; Fidelity; Two-alternative forced choice; Computer vision; Artificial intelligence; Cognitive psychology; Psychology; Telecommunications","authors":[{"name":"Domenic Au","is_ca":true},{"name":"Sanjida Sharmin Mohona","is_ca":true},{"name":"Laurie M. Wilcox","is_ca":true},{"name":"Robert S. Allison","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04805130254661202,"gpt":0.4934409230876151,"spread":0.4453896205410031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746797,0.00008926253,0.0002812392,0.00007606959,0.00007273456,0.00003546037,0.0002002829,0.0001079348,0.0002000649],"category_scores_gemma":[0.0001240068,0.00005866515,0.001189368,0.0002628056,0.00007160848,0.0005027577,0.00003447963,0.0002653887,0.00000441472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238354,"about_ca_system_score_gemma":0.0001455237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001412185,"about_ca_topic_score_gemma":0.000002246307,"domain_scores_codex":[0.9984564,0.0001202256,0.0009617792,0.00005034235,0.0002977272,0.0001135377],"domain_scores_gemma":[0.9979256,0.0006837372,0.0008258363,0.0001291425,0.0003969123,0.00003877033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009712146,0.001170488,0.02077876,0.002298248,0.006380852,3.956573e-7,0.2400765,0.008518368,0.02106097,0.1129975,0.3621227,0.2236239],"study_design_scores_gemma":[0.004766544,0.002843387,0.4218351,0.0006057271,0.001414578,0.00007502708,0.0873393,0.2293672,0.006261072,0.003570192,0.2414248,0.000497087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3026819,0.0002995701,0.6870161,0.0006137217,0.002749058,0.0005220343,0.00007632498,0.00001856306,0.006022759],"genre_scores_gemma":[0.9849127,0.00001046183,0.01444976,0.000236415,0.00009291319,0.00001078728,0.000006342044,0.000006654152,0.0002739721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6822308,"threshold_uncertainty_score":0.2392295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989871442","doi":"10.1002/jsid.858","title":"Model for assessing organic light‐emitting diode display lifetime across applications","year":2019,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Green IT and Sustainability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Oralys (Canada)","funders":"","keywords":"OLED; Luminance; Diode; Computer science; Optoelectronics; Display device; Power consumption; Power (physics); Materials science; Physics; Computer vision","authors":[{"name":"Michael E. Miller","is_ca":false},{"name":"Jérémie Gerhardt","is_ca":true},{"name":"Hyunjin Yoo","is_ca":true},{"name":"Tara Akhavan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006763393005509163,"gpt":0.2521613981326668,"spread":0.2453980051271576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000792551,0.0001318943,0.0002019228,0.00002076387,0.0003176006,0.0001869609,0.0003373732,0.0001184839,0.000004336893],"category_scores_gemma":[0.00009054828,0.00009339029,0.0008478712,0.0001656554,0.00002333743,0.001683744,0.00004775001,0.0002305096,0.000006456365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436091,"about_ca_system_score_gemma":0.00009064798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.396565e-7,"about_ca_topic_score_gemma":9.130087e-7,"domain_scores_codex":[0.9988332,0.000006797874,0.0006148203,0.00005593283,0.0002201566,0.0002690645],"domain_scores_gemma":[0.9988351,0.0001392266,0.0003589107,0.0002255055,0.0003787359,0.00006254458],"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":[0.00007410167,0.0001036284,0.009909798,0.003497272,0.0008213626,5.824847e-8,0.04159568,0.8930535,0.009395336,0.004153244,0.02174568,0.01565039],"study_design_scores_gemma":[0.0007502433,0.00001593761,0.0009588302,0.00004862303,0.00006528798,0.000007046248,0.003174853,0.9741941,0.0006487195,0.0008799923,0.01910641,0.0001499249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3852764,0.00006431344,0.6126546,0.0005271055,0.0003412986,0.0008283357,0.0000623028,0.00004121543,0.0002043719],"genre_scores_gemma":[0.9933099,0.00000877924,0.006096752,0.0001831534,0.0001090397,0.00005175305,0.00001459276,0.00001984334,0.0002061991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6080335,"threshold_uncertainty_score":0.3808345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409074106","doi":"10.1002/jsid.2050","title":"Color‐tunable powder electroluminescent device controlled by applied frequency","year":2025,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Japan Society for the Promotion of Science; David Suzuki Foundation","keywords":"Electroluminescence; Optoelectronics; Materials science; Electroluminescent display; Optics; Computer science; Nanotechnology; Physics","authors":[{"name":"Shinichiro Abe","is_ca":false},{"name":"K. Toda","is_ca":false},{"name":"Takahisa Ueno","is_ca":false},{"name":"Toshifumi Satoh","is_ca":false},{"name":"Shota Tsuneyasu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002716093167392625,"gpt":0.1916656538468055,"spread":0.1889495606794129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003442098,0.0001122574,0.0002694263,0.00003287094,0.0001412548,0.00009798472,0.0001671929,0.00008953932,0.000006935602],"category_scores_gemma":[0.00005254727,0.00007369492,0.0005316368,0.0001479394,0.00002084144,0.0003043387,0.00001197341,0.0001164788,0.000003953125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001468017,"about_ca_system_score_gemma":0.00005334882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002311729,"about_ca_topic_score_gemma":9.356233e-7,"domain_scores_codex":[0.9990335,0.00000939816,0.0005850079,0.00003094197,0.0001584403,0.0001827033],"domain_scores_gemma":[0.9993623,0.0000684493,0.0002587069,0.00009979678,0.0001786914,0.00003203783],"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":[0.0003700926,0.00005490435,0.0001117145,0.000487987,0.00136545,1.469964e-7,0.001800124,0.01864827,0.4509672,0.005185069,0.5204536,0.0005554606],"study_design_scores_gemma":[0.03656561,0.0002559489,0.002019652,0.0004419041,0.00146582,0.00006381531,0.003248356,0.1103752,0.3507133,0.001993373,0.4918824,0.0009745287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865003,0.0003671699,0.004884234,0.0009615821,0.00173889,0.0007545586,0.00003374837,0.00005547267,0.00470403],"genre_scores_gemma":[0.9979282,0.00005289472,0.0008318955,0.0008600742,0.00005294712,0.000009856511,0.000008910232,0.000008268147,0.0002469511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1002538,"threshold_uncertainty_score":0.3005191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230141855","doi":"10.1002/jsid.356","title":"Issue Information ‐ Copyright Block","year":2016,"lang":"en","type":"paratext","venue":"Journal of the Society for Information Display","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Block (permutation group theory); Citation; World Wide Web; Information retrieval; Internet privacy; Mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01438866978682199,"gpt":0.2168427355359658,"spread":0.2024540657491438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001040181,0.0002102323,0.000542893,0.0001600175,0.0003426389,0.0003028644,0.0006648448,0.0002547835,0.004892867],"category_scores_gemma":[0.0001390839,0.0001393242,0.001815312,0.0001444898,0.0001181762,0.003379146,0.0001298865,0.0002443017,0.05766268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003350866,"about_ca_system_score_gemma":0.00009822361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006721251,"about_ca_topic_score_gemma":3.182775e-7,"domain_scores_codex":[0.9978597,0.00000577257,0.001682088,0.00008681896,0.0001052543,0.0002603654],"domain_scores_gemma":[0.9951068,0.00007089526,0.004184977,0.0002742748,0.0002957849,0.00006732575],"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":[0.00001722709,0.000008620778,0.00000999934,0.0001498021,0.0004046262,9.02518e-9,0.002222808,0.0002080732,1.872269e-7,0.00530172,0.9912779,0.0003990608],"study_design_scores_gemma":[0.0008881513,0.00003076425,0.00003257133,0.00009936916,0.00004212307,0.000005361785,0.000732802,0.000243947,0.00001583021,0.0006325369,0.9970822,0.0001943187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002226563,0.002119851,0.005418004,0.003389758,0.06657134,0.0008248106,0.01144645,0.00001241331,0.9099947],"genre_scores_gemma":[0.002543155,0.003426694,0.0008436329,0.003381339,0.001658813,0.00003641245,0.0001761516,0.00002392755,0.9879099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07791515,"threshold_uncertainty_score":0.9960168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250247889","doi":"10.1002/jsid.328","title":"Issue Information ‐ Copyright Block","year":2016,"lang":"en","type":"paratext","venue":"Journal of the Society for Information Display","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Block (permutation group theory); Citation; Information retrieval; World Wide Web; Internet privacy; Combinatorics; Mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01438866978682199,"gpt":0.2168427355359658,"spread":0.2024540657491438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001040181,0.0002102323,0.000542893,0.0001600175,0.0003426389,0.0003028644,0.0006648448,0.0002547835,0.004892867],"category_scores_gemma":[0.0001390839,0.0001393242,0.001815312,0.0001444898,0.0001181762,0.003379146,0.0001298865,0.0002443017,0.05766268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003350866,"about_ca_system_score_gemma":0.00009822361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006721251,"about_ca_topic_score_gemma":3.182775e-7,"domain_scores_codex":[0.9978597,0.00000577257,0.001682088,0.00008681896,0.0001052543,0.0002603654],"domain_scores_gemma":[0.9951068,0.00007089526,0.004184977,0.0002742748,0.0002957849,0.00006732575],"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":[0.00001722709,0.000008620778,0.00000999934,0.0001498021,0.0004046262,9.02518e-9,0.002222808,0.0002080732,1.872269e-7,0.00530172,0.9912779,0.0003990608],"study_design_scores_gemma":[0.0008881513,0.00003076425,0.00003257133,0.00009936916,0.00004212307,0.000005361785,0.000732802,0.000243947,0.00001583021,0.0006325369,0.9970822,0.0001943187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002226563,0.002119851,0.005418004,0.003389758,0.06657134,0.0008248106,0.01144645,0.00001241331,0.9099947],"genre_scores_gemma":[0.002543155,0.003426694,0.0008436329,0.003381339,0.001658813,0.00003641245,0.0001761516,0.00002392755,0.9879099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07791515,"threshold_uncertainty_score":0.9960168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416310414","doi":"10.1002/jsid.2112","title":"A Comprehensive VRR Dataset of Luminance Signals and Their Perceived Flicker Levels: Insights for Display and GPU Manufacturers","year":2025,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Samsung","keywords":"Flicker; Luminance; Metric (unit); Flicker fusion threshold; Range (aeronautics); Ranging; Perception","authors":[{"name":"Hamid Reza Tohidypour","is_ca":true},{"name":"Frank Seto","is_ca":false},{"name":"Panos Nasiopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01554159224802867,"gpt":0.2956296040328721,"spread":0.2800880117848435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002238533,0.0001365957,0.00026682,0.00005083641,0.000176852,0.00003906328,0.0002007037,0.0001049145,0.000006838287],"category_scores_gemma":[0.00003977,0.00008263563,0.0004458475,0.00007174211,0.0001645247,0.0004590126,0.00005978554,0.0001326213,6.775426e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002610117,"about_ca_system_score_gemma":0.0000454231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001015373,"about_ca_topic_score_gemma":0.000006596088,"domain_scores_codex":[0.999145,0.00002402927,0.0005358229,0.00007978948,0.00007649367,0.0001388624],"domain_scores_gemma":[0.9987469,0.0002719873,0.0005993731,0.0001641229,0.000177143,0.00004042513],"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":[0.002823213,0.000502597,0.002032071,0.004888503,0.00795185,4.038785e-7,0.1922701,0.001710587,0.01149496,0.0667508,0.6366435,0.07293145],"study_design_scores_gemma":[0.007317994,0.0004190721,0.2851629,0.0003504622,0.0004092821,0.00002388945,0.03964938,0.003499714,0.0009676435,0.005671607,0.6561611,0.000366942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986931,0.0009088583,0.007586607,0.0009676394,0.0004953708,0.0006785144,0.00220705,0.000003322297,0.0002216435],"genre_scores_gemma":[0.9971206,0.0001962838,0.0006680369,0.001708658,0.0000270956,0.00002348578,0.0001313066,0.00000675807,0.0001178137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2831309,"threshold_uncertainty_score":0.3369783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409399869","doi":"10.1002/jsid.2077","title":"A new metric for LED display brightness assessment","year":2025,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Christie (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Brightness; Metric (unit); LED display; Computer graphics (images); Computer vision; Optics; Physics; Business","authors":[{"name":"Saed Moradi","is_ca":true},{"name":"Mark Lamm","is_ca":true},{"name":"Paul Fieguth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006074098596782985,"gpt":0.3032108359840204,"spread":0.2971367373872374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003807006,0.00007191183,0.0001246956,0.00004697026,0.0003450565,0.000131422,0.0003491999,0.0000263732,0.00001998167],"category_scores_gemma":[0.00001632585,0.00004417822,0.0008842202,0.0004609358,0.00002167914,0.0007112403,0.00003926989,0.00009807941,0.000001801144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006580204,"about_ca_system_score_gemma":0.0003695086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008418655,"about_ca_topic_score_gemma":9.182097e-7,"domain_scores_codex":[0.9992836,0.000005463342,0.0003794794,0.00004291137,0.0001633732,0.0001251775],"domain_scores_gemma":[0.9990205,0.0001488834,0.0004329201,0.0001270851,0.0002273771,0.00004329079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003754389,0.0001093111,0.004051044,0.0000761252,0.0005108487,5.667994e-9,0.001444137,0.003544736,0.0004070314,0.6627005,0.2649203,0.06219833],"study_design_scores_gemma":[0.003740997,0.00009439721,0.02159912,0.00009994971,0.0004636478,0.000001586835,0.003107745,0.0309079,0.002790764,0.0430769,0.8938929,0.0002240639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02877706,0.00001669001,0.9634482,0.004388908,0.0005007978,0.0005675699,0.00006201177,0.000004769614,0.002233997],"genre_scores_gemma":[0.9823523,0.000002872873,0.01473172,0.0005004902,0.0002251331,0.00007796453,0.00001891368,0.000003454942,0.002087203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9535752,"threshold_uncertainty_score":0.265393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248121247","doi":"10.1002/jsid.334","title":"Issue Information ‐ Copyright Block","year":2016,"lang":"en","type":"paratext","venue":"Journal of the Society for Information Display","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Block (permutation group theory); Citation; Information retrieval; World Wide Web; Internet privacy; Combinatorics; Mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008459509174897115,"gpt":0.2885811236120586,"spread":0.2801216144371615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00105246,0.0001838788,0.0003141048,0.00007968982,0.001735215,0.0003089919,0.0005627576,0.0003797861,0.0005704934],"category_scores_gemma":[0.0002632002,0.00009698537,0.001841896,0.0002682095,0.0002943142,0.003661836,0.00008236734,0.0003356955,0.001086201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004449562,"about_ca_system_score_gemma":0.0007697964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005137333,"about_ca_topic_score_gemma":0.00002030618,"domain_scores_codex":[0.9977766,0.00005448834,0.0009778541,0.00004584132,0.0008487426,0.0002965191],"domain_scores_gemma":[0.995941,0.0001918678,0.002237204,0.0001803849,0.001345791,0.0001037809],"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":[0.00001776054,0.000007571167,0.000001889531,0.0001109204,0.0002416322,1.52814e-8,0.01963573,0.000164013,7.480706e-7,0.003240909,0.9745575,0.002021266],"study_design_scores_gemma":[0.0005648023,0.00003597318,0.00002871364,0.000191185,0.0001428103,0.000004649763,0.005259698,0.00003794251,0.00001445091,0.0001780186,0.9933902,0.0001515477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004961027,0.00222822,0.009068192,0.07720892,0.06072659,0.003058386,0.002739041,0.00004688988,0.8444276],"genre_scores_gemma":[0.04900988,0.01861049,0.003600988,0.0156999,0.02673422,0.000187724,0.0006232039,0.00008698999,0.8854466],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06150902,"threshold_uncertainty_score":0.9996915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126059285","doi":"10.1889/1.1827880","title":"A virtual pixel technique for doubling the PDP resolution of moving images","year":2002,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of British Columbia; Hoso Bunka Foundation; University of Alberta","keywords":"Pixel; Video Graphics Array; Computer science; Computer vision; Artificial intelligence; Resolution (logic); Computer graphics (images); Sub-pixel resolution; Image resolution; Display resolution; Image (mathematics); Display device; Image processing; Digital image processing; Computer hardware","authors":[{"name":"Tomokazu Shiga","is_ca":false},{"name":"S. Mikoshiba","is_ca":false},{"name":"K. Kariya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0182530792991584,"gpt":0.2703249271298684,"spread":0.25207184783071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001305753,0.00008324838,0.0001262609,0.0000792578,0.0003237339,0.0001742409,0.0008771529,0.00006437886,0.000001244382],"category_scores_gemma":[0.0001177261,0.00004828473,0.0007701255,0.0003671533,0.00005497215,0.00157162,0.0001414104,0.0001333555,2.853516e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004269719,"about_ca_system_score_gemma":0.00003747868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001457796,"about_ca_topic_score_gemma":2.283324e-7,"domain_scores_codex":[0.9989185,0.00002453216,0.0005908353,0.00005161168,0.0002908674,0.0001236206],"domain_scores_gemma":[0.9980124,0.0001908326,0.0009494298,0.0002378628,0.0005838246,0.00002569683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003361454,0.0001140939,0.00008476795,0.0002093579,0.0002076136,3.614322e-8,0.01397151,0.002469165,0.004694534,0.8527391,0.1085111,0.01696511],"study_design_scores_gemma":[0.0008240603,0.0003506733,0.0002221166,0.0001728889,0.00004689837,0.0000362184,0.0004498505,0.9177706,0.02520482,0.0113348,0.04342636,0.0001607072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00105139,0.0000791846,0.996668,0.001374827,0.0002538726,0.0004721208,0.00001219203,0.00002377461,0.00006462719],"genre_scores_gemma":[0.8675271,0.0001636065,0.1308976,0.001104868,0.0001487977,0.00007263554,0.000003061996,0.000009180509,0.00007320957],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9153014,"threshold_uncertainty_score":0.2489932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1605910412","doi":"10.1002/jsid.235","title":"Low voltage fast response display using dual π‐cells with quarter‐wave thickness","year":2014,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Window (computing); Liquid-crystal display; Layer (electronics); Materials science; Parallax; Display device; Viewing angle; Voltage; Dual (grammatical number); Optoelectronics; Computer science; Optics; Quarter (Canadian coin); Shift register; Liquid crystal; Nanotechnology; Artificial intelligence; Electrical engineering; Telecommunications; Physics","authors":[{"name":"HsienHui Cheng","is_ca":false},{"name":"Achintya K. Bhowmik","is_ca":false},{"name":"Philip J. Bos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01330488475617021,"gpt":0.2707929279661899,"spread":0.2574880432100197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003171303,0.0001670163,0.0002308544,0.0000530348,0.0004304161,0.0002955634,0.0004203958,0.00007606883,0.00003798039],"category_scores_gemma":[0.0004141885,0.00009519311,0.0004397366,0.0002016987,0.0001794047,0.002923795,0.0001216662,0.0002469617,0.00002077346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441515,"about_ca_system_score_gemma":0.0002505716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003503397,"about_ca_topic_score_gemma":0.000002245344,"domain_scores_codex":[0.9977142,0.0001260588,0.000647183,0.00009116616,0.001035608,0.0003857893],"domain_scores_gemma":[0.9976732,0.0003578153,0.0009644353,0.0002921229,0.0005682182,0.0001442394],"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":[0.002878317,0.00008487749,0.00004877654,0.0002417859,0.000099651,0.000001200739,0.006837787,0.01542449,0.9688291,0.0005068455,0.004510899,0.000536275],"study_design_scores_gemma":[0.01277803,0.003695481,0.00336492,0.001511869,0.000369946,0.000659542,0.01629414,0.1513995,0.7537764,0.00120221,0.05379204,0.001155999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8209271,0.0000069602,0.1777008,0.0003195462,0.0005572726,0.0003367454,0.00008575954,0.00001025425,0.00005553617],"genre_scores_gemma":[0.9923047,0.00000434949,0.006794337,0.0005105246,0.0001481075,0.000009896322,0.0000047563,0.00001472404,0.0002086263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2150527,"threshold_uncertainty_score":0.3881862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060926652","doi":"10.1889/1.2393034","title":"Spectral characterization and color correction of display colorimeters","year":2006,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Calibration and Measurement Techniques","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":"National Research Council Canada","funders":"","keywords":"Colorimeter; Standard illuminant; Computer science; Chromaticity; Artificial intelligence; Matching (statistics); Computer vision; Optics; Mathematics; Physics; Statistics","authors":[{"name":"Réjean Baribeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005531548843656033,"gpt":0.1968129873524668,"spread":0.1912814385088108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002080051,0.00005695111,0.00009329254,0.0000329692,0.00005253141,0.00003376274,0.00005592379,0.00004773049,0.000003035076],"category_scores_gemma":[0.00001810806,0.0000411012,0.0002239286,0.00009127727,0.00002373911,0.0007622522,0.000006215104,0.00006753798,2.695957e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006201282,"about_ca_system_score_gemma":0.00001598171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001883464,"about_ca_topic_score_gemma":0.00000174181,"domain_scores_codex":[0.9994222,0.000005704906,0.0003513008,0.0000178496,0.0001418541,0.00006110882],"domain_scores_gemma":[0.9995537,0.00002076753,0.0002605446,0.00004271587,0.0001053283,0.00001697148],"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":[0.0002685434,0.0001119224,0.004924542,0.0007583523,0.000449329,1.029085e-7,0.004973796,0.03369007,0.8072949,0.009888852,0.1225407,0.01509888],"study_design_scores_gemma":[0.002209306,0.0003193901,0.1101367,0.0002145866,0.0002544207,0.00004775504,0.0007258379,0.3171715,0.4272039,0.0002299943,0.1411739,0.0003127014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672109,0.00002307948,0.1307224,0.0001483298,0.001119462,0.0002868692,0.00003390765,0.00003847208,0.0004165133],"genre_scores_gemma":[0.9988019,0.00003919252,0.0009066755,0.00007054659,0.00007369892,0.000005327457,0.00002497048,0.000005080003,0.00007258097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.380091,"threshold_uncertainty_score":0.1676058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233069302","doi":"10.1002/jsid.477","title":"Issue Information","year":2017,"lang":"en","type":"paratext","venue":"Journal of the Society for Information Display","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Citation; Information retrieval; World Wide Web","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02363110356254062,"gpt":0.2372587336443224,"spread":0.2136276300817818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001153328,0.0001793702,0.0005140916,0.0001231134,0.0005843051,0.0006032995,0.0009022756,0.0002322326,0.002697773],"category_scores_gemma":[0.000247714,0.0001391734,0.001883601,0.00007066684,0.0001172456,0.004254963,0.0001550196,0.0002900883,0.04069361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002379276,"about_ca_system_score_gemma":0.00009730206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001578979,"about_ca_topic_score_gemma":4.706752e-7,"domain_scores_codex":[0.9982337,0.000003602923,0.001388238,0.00007292375,0.00008796339,0.0002135353],"domain_scores_gemma":[0.9935314,0.00003514428,0.005750714,0.0003720718,0.0002565842,0.00005406049],"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":[0.00001196766,0.000007051399,0.00001444798,0.000154538,0.000353709,7.994709e-9,0.002744078,0.0004022426,5.566996e-8,0.004332604,0.9913352,0.0006440926],"study_design_scores_gemma":[0.0006556232,0.00002407353,0.00009143221,0.0000712113,0.00004090987,0.000003766189,0.001002976,0.0004573641,0.000004720097,0.0005626681,0.9969209,0.0001643267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001578457,0.001392402,0.003069727,0.001741222,0.06192827,0.0005597142,0.006327998,0.000006395726,0.9248164],"genre_scores_gemma":[0.00185297,0.002165679,0.001048662,0.002312465,0.001340976,0.00002731262,0.0002506855,0.00001748451,0.9909838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06616734,"threshold_uncertainty_score":0.9982139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234621208","doi":"10.1002/jsid.340","title":"Issue Information ‐ Copyright Block","year":2016,"lang":"en","type":"paratext","venue":"Journal of the Society for Information Display","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Block (permutation group theory); Citation; Information retrieval; World Wide Web; Internet privacy; Combinatorics; Mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008459509174897115,"gpt":0.2885811236120586,"spread":0.2801216144371615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00105246,0.0001838788,0.0003141048,0.00007968982,0.001735215,0.0003089919,0.0005627576,0.0003797861,0.0005704934],"category_scores_gemma":[0.0002632002,0.00009698537,0.001841896,0.0002682095,0.0002943142,0.003661836,0.00008236734,0.0003356955,0.001086201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004449562,"about_ca_system_score_gemma":0.0007697964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005137333,"about_ca_topic_score_gemma":0.00002030618,"domain_scores_codex":[0.9977766,0.00005448834,0.0009778541,0.00004584132,0.0008487426,0.0002965191],"domain_scores_gemma":[0.995941,0.0001918678,0.002237204,0.0001803849,0.001345791,0.0001037809],"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":[0.00001776054,0.000007571167,0.000001889531,0.0001109204,0.0002416322,1.52814e-8,0.01963573,0.000164013,7.480706e-7,0.003240909,0.9745575,0.002021266],"study_design_scores_gemma":[0.0005648023,0.00003597318,0.00002871364,0.000191185,0.0001428103,0.000004649763,0.005259698,0.00003794251,0.00001445091,0.0001780186,0.9933902,0.0001515477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004961027,0.00222822,0.009068192,0.07720892,0.06072659,0.003058386,0.002739041,0.00004688988,0.8444276],"genre_scores_gemma":[0.04900988,0.01861049,0.003600988,0.0156999,0.02673422,0.000187724,0.0006232039,0.00008698999,0.8854466],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06150902,"threshold_uncertainty_score":0.9996915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247611453","doi":"10.1002/jsid.495","title":"Issue Information","year":2017,"lang":"en","type":"paratext","venue":"Journal of the Society for Information Display","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Citation; Information retrieval; World Wide Web","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02363110356254062,"gpt":0.2372587336443224,"spread":0.2136276300817818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001153328,0.0001793702,0.0005140916,0.0001231134,0.0005843051,0.0006032995,0.0009022756,0.0002322326,0.002697773],"category_scores_gemma":[0.000247714,0.0001391734,0.001883601,0.00007066684,0.0001172456,0.004254963,0.0001550196,0.0002900883,0.04069361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002379276,"about_ca_system_score_gemma":0.00009730206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001578979,"about_ca_topic_score_gemma":4.706752e-7,"domain_scores_codex":[0.9982337,0.000003602923,0.001388238,0.00007292375,0.00008796339,0.0002135353],"domain_scores_gemma":[0.9935314,0.00003514428,0.005750714,0.0003720718,0.0002565842,0.00005406049],"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":[0.00001196766,0.000007051399,0.00001444798,0.000154538,0.000353709,7.994709e-9,0.002744078,0.0004022426,5.566996e-8,0.004332604,0.9913352,0.0006440926],"study_design_scores_gemma":[0.0006556232,0.00002407353,0.00009143221,0.0000712113,0.00004090987,0.000003766189,0.001002976,0.0004573641,0.000004720097,0.0005626681,0.9969209,0.0001643267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001578457,0.001392402,0.003069727,0.001741222,0.06192827,0.0005597142,0.006327998,0.000006395726,0.9248164],"genre_scores_gemma":[0.00185297,0.002165679,0.001048662,0.002312465,0.001340976,0.00002731262,0.0002506855,0.00001748451,0.9909838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06616734,"threshold_uncertainty_score":0.9982139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234817255","doi":"10.1002/jsid.346","title":"Issue Information ‐ Copyright Block","year":2016,"lang":"en","type":"paratext","venue":"Journal of the Society for Information Display","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Block (permutation group theory); Citation; Information retrieval; World Wide Web; Internet privacy; Combinatorics; Mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008459509174897115,"gpt":0.2885811236120586,"spread":0.2801216144371615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00105246,0.0001838788,0.0003141048,0.00007968982,0.001735215,0.0003089919,0.0005627576,0.0003797861,0.0005704934],"category_scores_gemma":[0.0002632002,0.00009698537,0.001841896,0.0002682095,0.0002943142,0.003661836,0.00008236734,0.0003356955,0.001086201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004449562,"about_ca_system_score_gemma":0.0007697964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005137333,"about_ca_topic_score_gemma":0.00002030618,"domain_scores_codex":[0.9977766,0.00005448834,0.0009778541,0.00004584132,0.0008487426,0.0002965191],"domain_scores_gemma":[0.995941,0.0001918678,0.002237204,0.0001803849,0.001345791,0.0001037809],"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":[0.00001776054,0.000007571167,0.000001889531,0.0001109204,0.0002416322,1.52814e-8,0.01963573,0.000164013,7.480706e-7,0.003240909,0.9745575,0.002021266],"study_design_scores_gemma":[0.0005648023,0.00003597318,0.00002871364,0.000191185,0.0001428103,0.000004649763,0.005259698,0.00003794251,0.00001445091,0.0001780186,0.9933902,0.0001515477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004961027,0.00222822,0.009068192,0.07720892,0.06072659,0.003058386,0.002739041,0.00004688988,0.8444276],"genre_scores_gemma":[0.04900988,0.01861049,0.003600988,0.0156999,0.02673422,0.000187724,0.0006232039,0.00008698999,0.8854466],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06150902,"threshold_uncertainty_score":0.9996915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246982515","doi":"10.1002/jsid.577","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Journal of the Society for Information Display","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Citation; Information retrieval; World Wide Web","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01036472943519452,"gpt":0.2328814493392441,"spread":0.2225167199040496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007117077,0.0002183651,0.000284017,0.0001589767,0.0003888688,0.000838641,0.0006302553,0.0002286362,0.0009961557],"category_scores_gemma":[0.0002291295,0.0001427445,0.00125497,0.0004196154,0.00007085334,0.01029829,0.0001334891,0.0003414486,0.008410397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114908,"about_ca_system_score_gemma":0.0001548893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001197175,"about_ca_topic_score_gemma":0.000002146608,"domain_scores_codex":[0.9981568,0.000005167942,0.001060766,0.00004906797,0.0005361888,0.000191955],"domain_scores_gemma":[0.9924046,0.00003215653,0.005670404,0.0002161769,0.00166153,0.00001513004],"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":[0.00003560204,0.000009455895,0.00001080172,0.0005618923,0.00009290833,1.048764e-8,0.0003775749,0.0004234696,0.000003805737,0.001031258,0.9945681,0.002885133],"study_design_scores_gemma":[0.0006734763,0.00001385573,0.000138951,0.0002079941,0.0001221809,0.000003645708,0.0006242233,0.002180136,0.00002739484,0.0002725682,0.9955564,0.0001791703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0115012,0.0008246658,0.06943237,0.02971716,0.1315972,0.005117198,0.001024815,0.0001593569,0.750626],"genre_scores_gemma":[0.1147676,0.001697649,0.01089464,0.3010573,0.1231,0.0003296409,0.008651554,0.0003194157,0.4391823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3114438,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250242692","doi":"10.1002/jsid.575","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Journal of the Society for Information Display","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Citation; Information retrieval; World Wide Web; Internet privacy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01036472943519452,"gpt":0.2328814493392441,"spread":0.2225167199040496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007117077,0.0002183651,0.000284017,0.0001589767,0.0003888688,0.000838641,0.0006302553,0.0002286362,0.0009961557],"category_scores_gemma":[0.0002291295,0.0001427445,0.00125497,0.0004196154,0.00007085334,0.01029829,0.0001334891,0.0003414486,0.008410397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114908,"about_ca_system_score_gemma":0.0001548893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001197175,"about_ca_topic_score_gemma":0.000002146608,"domain_scores_codex":[0.9981568,0.000005167942,0.001060766,0.00004906797,0.0005361888,0.000191955],"domain_scores_gemma":[0.9924046,0.00003215653,0.005670404,0.0002161769,0.00166153,0.00001513004],"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":[0.00003560204,0.000009455895,0.00001080172,0.0005618923,0.00009290833,1.048764e-8,0.0003775749,0.0004234696,0.000003805737,0.001031258,0.9945681,0.002885133],"study_design_scores_gemma":[0.0006734763,0.00001385573,0.000138951,0.0002079941,0.0001221809,0.000003645708,0.0006242233,0.002180136,0.00002739484,0.0002725682,0.9955564,0.0001791703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0115012,0.0008246658,0.06943237,0.02971716,0.1315972,0.005117198,0.001024815,0.0001593569,0.750626],"genre_scores_gemma":[0.1147676,0.001697649,0.01089464,0.3010573,0.1231,0.0003296409,0.008651554,0.0003194157,0.4391823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3114438,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307405249","doi":"10.1002/jsid.1182","title":"“Deep approaches to learning” in a project‐based nanofabrication graduate course","year":2022,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Nanotechnology research and applications","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":"Microsemi (Canada)","funders":"Division of Electrical, Communications and Cyber Systems; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Teamwork; Computer science; Schedule; Project-based learning; Class (philosophy); Graduate students; Peer assessment; Course (navigation); Engineering management; Mathematics education; Psychology; Artificial intelligence; Pedagogy; Engineering","authors":[{"name":"Mary X. Tang","is_ca":false},{"name":"Swaroop Kommera","is_ca":false},{"name":"Usha Raghuram","is_ca":false},{"name":"Michelle Rincon","is_ca":true},{"name":"Xiaoqing Xu","is_ca":false},{"name":"Jonathan A. Fan","is_ca":false},{"name":"Roger T. Howe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05410622593647079,"gpt":0.2670932480598094,"spread":0.2129870221233386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005826019,0.00005797297,0.00008386169,0.0000904116,0.0002093081,0.00002728473,0.0002898312,0.00003344603,0.000003339865],"category_scores_gemma":[0.00005655512,0.0000451068,0.000236545,0.000588648,0.00002137433,0.0002549475,0.00004236721,0.0003942141,0.00000303854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178813,"about_ca_system_score_gemma":0.00009401583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001612575,"about_ca_topic_score_gemma":0.000001334931,"domain_scores_codex":[0.9992795,0.00001753402,0.0002821834,0.0000317181,0.0002483901,0.0001406707],"domain_scores_gemma":[0.9996298,0.0000444951,0.0001366566,0.0001043259,0.00005712621,0.00002757726],"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":[0.00003250463,0.00006050715,0.0004131021,0.00007984067,0.00006676311,7.469666e-8,0.003692268,0.9489646,0.000548196,0.001315671,0.03611744,0.008709013],"study_design_scores_gemma":[0.001133421,0.0001490347,0.001615489,0.0000194673,0.00002918244,0.00001796686,0.005592663,0.844168,0.001966941,0.0003356475,0.1448325,0.0001396173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6244022,0.0003173379,0.3422929,0.02729026,0.0007248131,0.003690754,0.0001070897,0.0002363127,0.0009383213],"genre_scores_gemma":[0.9969661,0.000009866944,0.00245597,0.0001642751,0.0000195026,0.0002995074,0.00001626712,0.000007449706,0.00006104626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.372564,"threshold_uncertainty_score":0.1839402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4238581563","doi":"10.1002/jsid.499","title":"Issue Information","year":2017,"lang":"en","type":"paratext","venue":"Journal of the Society for Information Display","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Citation; Information retrieval; World Wide Web","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01231546298533652,"gpt":0.2493669393182744,"spread":0.2370514763329379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004877538,0.0002020385,0.0003109418,0.00004625311,0.0002666803,0.0003540786,0.0006273301,0.0003067094,0.000144676],"category_scores_gemma":[0.0001464065,0.000131503,0.001247649,0.00006647506,0.00003735139,0.003388234,0.00004456937,0.0004647913,0.001040152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002126181,"about_ca_system_score_gemma":0.0001009029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001708139,"about_ca_topic_score_gemma":3.265306e-7,"domain_scores_codex":[0.9984387,0.00000716827,0.0008099988,0.00002696801,0.0005149567,0.000202211],"domain_scores_gemma":[0.998144,0.00004009578,0.0009822361,0.0002749751,0.0004898306,0.00006882703],"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":[0.00001213649,0.000004502691,0.000003183638,0.0006624653,0.0003374444,1.194811e-8,0.0009626747,0.03247046,0.000006558401,0.00004563741,0.957799,0.007695898],"study_design_scores_gemma":[0.0005707235,0.000024292,0.0000966855,0.0002964071,0.0001176663,0.000005123107,0.0002573348,0.006120334,0.0002151018,0.00003220341,0.9921054,0.0001587421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008633656,0.006648655,0.1671969,0.004112986,0.2238485,0.005081877,0.0037133,0.0001913067,0.5805728],"genre_scores_gemma":[0.5699285,0.0401909,0.09034535,0.02107144,0.03552353,0.0009772729,0.00581098,0.001038178,0.2351139],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5612948,"threshold_uncertainty_score":0.9997377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}