{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":157,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":157,"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":"a06bc1fa3c29","filters":{"venue":"SID Symposium Digest of Technical Papers"}},"results":[{"id":"W2030826568","doi":"10.1889/1.1832558","title":"54.2: A High Dynamic Range Display Using Low and High Resolution Modulators","year":2003,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":148,"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","funders":"","keywords":"High dynamic range; Monochrome; Refresh rate; Liquid-crystal display; Brightness; Display resolution; Display device; Dynamic range; LED display; Luminance; Compensation (psychology); Resolution (logic); High resolution; Computer science; Computer graphics (images); Materials science; Optics; Computer vision; Artificial intelligence; Optoelectronics; Physics","authors":[{"name":"Helge Seetzen","is_ca":true},{"name":"Lorne Whitehead","is_ca":true},{"name":"Greg Ward","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00485245401736134,"gpt":0.21417567993447,"spread":0.2093232259171086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002532102,0.0002147884,0.0003016502,0.0002647743,0.0002013412,0.0005403223,0.0004096172,0.0003615409,0.003331858],"category_scores_gemma":[0.0003598826,0.0001766939,0.000256074,0.0001566352,0.0002170418,0.0003687446,0.000284384,0.0003624608,0.00116931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002086247,"about_ca_system_score_gemma":0.00016971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003751291,"about_ca_topic_score_gemma":0.0002973035,"domain_scores_codex":[0.9998012,0.00002039365,0.00001060373,0.00004160984,0.00009488811,0.00003129087],"domain_scores_gemma":[0.999891,0.00002816451,0.00001566715,0.0000192276,0.00002689435,0.00001894798],"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":[0.00005623024,0.00003065477,0.0003240994,0.00002801838,0.000006629363,0.0001767352,0.00003491885,0.0003555607,0.9840795,0.001452311,0.0006011315,0.01285415],"study_design_scores_gemma":[0.00005794421,0.0002765152,0.002738498,0.00001358305,0.00004652109,0.001229723,0.00001737509,0.008605028,0.9694628,0.0002427551,0.01728159,0.00002775862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7999402,0.001709603,0.163038,0.0008324095,0.0002370144,0.0001069596,0.0002190624,0.002524738,0.03139218],"genre_scores_gemma":[0.8826981,0.0007406417,0.09219263,0.0002914516,0.000091979,0.00006828445,0.0002335485,0.0001350224,0.02354848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003331858,"threshold_uncertainty_score":0.01114619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1591086206","doi":"10.1002/sdtp.10462","title":"20.2: Ultra‐Bright, Highly Efficient, Low Roll‐Off Inverted Quantum‐Dot Light Emitting Devices (QLEDs)","year":2015,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":76,"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":"Quantum dot; Luminance; Optoelectronics; Materials science; Light-emitting diode; Optics; Physics","authors":[{"name":"Yajie Dong","is_ca":false},{"name":"Jean‐Michel Caruge","is_ca":false},{"name":"Zhaoqun Zhou","is_ca":false},{"name":"Charles E. Hamilton","is_ca":false},{"name":"Zoran Popović","is_ca":true},{"name":"John Ho","is_ca":false},{"name":"Guo Liu","is_ca":false},{"name":"Vladimir Bulović","is_ca":false},{"name":"Moungi G. Bawendi","is_ca":false},{"name":"Peter T. Kazlas","is_ca":false},{"name":"Jonathan S. Steckel","is_ca":false},{"name":"Seth Coe‐Sullivan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01652553466206885,"gpt":0.2329524638232695,"spread":0.2164269291612007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001675457,0.0002171408,0.0001734601,0.0001736214,0.0001623353,0.0004490855,0.0003722351,0.0002410489,0.001970839],"category_scores_gemma":[0.0001534555,0.0001296804,0.0001170034,0.00008143782,0.0001751504,0.0002934011,0.0002108006,0.0002010297,0.000638504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791803,"about_ca_system_score_gemma":0.0001547958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007286259,"about_ca_topic_score_gemma":0.001025595,"domain_scores_codex":[0.9998684,0.000006218192,0.000005764296,0.0000290989,0.00006328416,0.00002720064],"domain_scores_gemma":[0.9999437,0.000008321923,0.00001147462,0.000007100632,0.00001689359,0.00001252837],"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":[0.0000460996,0.00001559671,0.0001943663,0.00003032246,0.000003321334,0.00005730959,0.00002635722,0.00005466913,0.9966418,0.0002962556,0.0003107362,0.002323272],"study_design_scores_gemma":[0.000009346662,0.00005162178,0.0009230942,0.00000265047,0.000005840291,0.0001315202,0.000007368168,0.0009351184,0.9933455,0.00003279762,0.004549988,0.000005213376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598889,0.0007345141,0.02200024,0.0001755583,0.00005790628,0.00009250671,0.0009788026,0.001359254,0.01471246],"genre_scores_gemma":[0.9625652,0.0004483117,0.02563906,0.00008945027,0.00001701334,0.00006154426,0.0006644543,0.0001524105,0.01036256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001970839,"threshold_uncertainty_score":0.006593049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983965517","doi":"10.1889/1.1832295","title":"LP‐1: <i>Late‐News Poster:</i> High Efficiency Reconfigurable 2D/3D Autostereoscopic Display","year":2003,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Autostereoscopy; Polarizer; Liquid-crystal display; Microlens; Optics; Stereo display; Birefringence; Computer science; Optoelectronics; Materials science; Liquid crystal on silicon; Lens (geology); Computer hardware; Stereoscopy; Computer graphics (images); Physics","authors":[{"name":"Graham J. Woodgate","is_ca":true},{"name":"Jonathan Harrold","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005882626433708766,"gpt":0.2123242133024393,"spread":0.2064415868687305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001499447,0.000287532,0.0001745715,0.0003795347,0.0003184303,0.001125846,0.0005251069,0.0007380335,0.03635544],"category_scores_gemma":[0.0001424662,0.0002084007,0.0001963402,0.0001863993,0.0001613164,0.0004079516,0.0003018732,0.0007406246,0.01066194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003505716,"about_ca_system_score_gemma":0.0001154903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004575834,"about_ca_topic_score_gemma":0.0009835946,"domain_scores_codex":[0.9998952,0.000009511888,0.000002295259,0.0000196802,0.00004597462,0.000027292],"domain_scores_gemma":[0.9999042,0.00001277126,0.000006159809,0.00001344806,0.0000407463,0.00002269765],"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":[0.0009429591,0.0001574627,0.0008286253,0.0001795504,0.00002942439,0.0009818824,0.0001046612,0.0008615493,0.6701502,0.004068092,0.2391795,0.08251623],"study_design_scores_gemma":[0.0001215436,0.0004157771,0.006337285,0.0000303368,0.00004143517,0.001259273,0.00007749914,0.01113228,0.6440869,0.0007208056,0.3357035,0.00007330309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.224794,0.003531185,0.1078747,0.006835733,0.005543284,0.0003598701,0.004903554,0.01734026,0.6288173],"genre_scores_gemma":[0.4731108,0.001023548,0.02639712,0.000930639,0.001150498,0.00011392,0.002955935,0.001020245,0.4932974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03635544,"threshold_uncertainty_score":0.1216211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036700912","doi":"10.1889/1.2433199","title":"25.3: Observations of Luminance, Contrast and Amplitude Resolution of Displays","year":2006,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Color perception and design","field":"Psychology","cited_by":39,"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","funders":"","keywords":"Luminance; Contrast (vision); Amplitude; Resolution (logic); Contrast ratio; Optics; Computer science; Computer vision; Artificial intelligence; Mathematics; Physics","authors":[{"name":"Helge Seetzen","is_ca":false},{"name":"Hiroe Li","is_ca":true},{"name":"Linton Ye","is_ca":true},{"name":"Wolfgang Heidrich","is_ca":true},{"name":"Lorne Whitehead","is_ca":true},{"name":"Greg Ward","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01928533841997796,"gpt":0.2744206506913685,"spread":0.2551353122713905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002809742,0.0002170695,0.0002056228,0.0005416676,0.0002814278,0.0008066687,0.0005080609,0.000343293,0.007537361],"category_scores_gemma":[0.001725228,0.0002025328,0.0002377545,0.0003368645,0.000335822,0.0004009182,0.0002959845,0.0004175892,0.001215025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004604235,"about_ca_system_score_gemma":0.0001649647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002893254,"about_ca_topic_score_gemma":0.001668091,"domain_scores_codex":[0.9997956,0.00002156283,0.00001168591,0.0000386631,0.00009358439,0.00003888433],"domain_scores_gemma":[0.999155,0.0003690675,0.0001125033,0.00006595651,0.0001981246,0.00009932522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004183771,0.00003609611,0.005237034,0.00009014389,0.00002473893,0.0003759979,0.0003849741,0.0006753494,0.9760359,0.00121959,0.001297783,0.01420385],"study_design_scores_gemma":[0.0000683175,0.0007342008,0.1944591,0.00006377725,0.00008200313,0.002342352,0.0002738891,0.00864874,0.7831059,0.001830533,0.008280965,0.0001103037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697552,0.0009608635,0.01626997,0.00008847556,0.00002547649,0.00004571311,0.0009779871,0.0005743776,0.01130194],"genre_scores_gemma":[0.9944761,0.0002248894,0.002254454,0.00007410969,0.00001151465,0.00002193959,0.0003580574,0.0001246617,0.002454259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007537361,"threshold_uncertainty_score":0.02521497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066060248","doi":"10.1002/j.2168-0159.2014.tb00042.x","title":"13.2: <i>Invited Paper</i> : LTPS vs Oxide Backplanes for AMOLED Displays: System Design Considerations and Compensation Techniques","year":2014,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":33,"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":"Backplane; AMOLED; Compensation (psychology); Materials science; Electronic engineering; Computer science; Optoelectronics; Electrical engineering; Thin-film transistor; Engineering; Nanotechnology; Active matrix","authors":[{"name":"Reza Chaji","is_ca":true},{"name":"Arokia Nathan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009189692695971457,"gpt":0.1976753715559427,"spread":0.1884856788599713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000703681,0.0003337522,0.0002169708,0.0003093675,0.000840661,0.002151711,0.0004894436,0.001129407,0.01514025],"category_scores_gemma":[0.0005205384,0.00017949,0.0002483274,0.0002657099,0.0002979289,0.0007002215,0.0002485775,0.0007223602,0.00374164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009511219,"about_ca_system_score_gemma":0.0003718327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000880566,"about_ca_topic_score_gemma":0.002901797,"domain_scores_codex":[0.9997304,0.00004330246,0.000008321172,0.00004887682,0.0001235901,0.00004551052],"domain_scores_gemma":[0.9997482,0.00005628025,0.00001209082,0.00001247781,0.0001401425,0.00003089187],"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":[0.001566327,0.0001889657,0.001940165,0.0009571042,0.00005804585,0.002034801,0.0004763724,0.003191909,0.5021367,0.03752007,0.2653178,0.1846118],"study_design_scores_gemma":[0.00009886536,0.00148584,0.003042239,0.0001249087,0.00007210198,0.001022757,0.0003446355,0.01054647,0.2930215,0.004299917,0.6858624,0.00007830089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1975899,0.0219567,0.16109,0.02972663,0.02571644,0.001295405,0.001539401,0.003766073,0.5573194],"genre_scores_gemma":[0.4547143,0.007069988,0.0370084,0.003249291,0.005217158,0.0001744106,0.0006503164,0.0006154512,0.4913008],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01514025,"threshold_uncertainty_score":0.05064923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620858675","doi":"10.1002/sdtp.11683","title":"19‐5: <i>Invited Paper</i> : Low‐Cost Micro‐LED Displays for All Applications","year":2017,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"LED display; Computer science; Nanotechnology; Materials science; Operating system","authors":[{"name":"Reza Chaji","is_ca":true},{"name":"Ehsan Fathi","is_ca":true},{"name":"Afshin Zamani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01100642297663276,"gpt":0.254599032279323,"spread":0.2435926093026902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000780617,0.0007645221,0.0003619182,0.0006870155,0.002051855,0.003460448,0.000938213,0.002692889,0.038214],"category_scores_gemma":[0.0006761322,0.0002921818,0.00046286,0.0004182271,0.0005982837,0.001215024,0.0007716829,0.002374947,0.01529252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113196,"about_ca_system_score_gemma":0.001413016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002400838,"about_ca_topic_score_gemma":0.01121108,"domain_scores_codex":[0.9994088,0.00003721115,0.00001515995,0.00009538661,0.0003054486,0.0001379472],"domain_scores_gemma":[0.9995005,0.0000715471,0.00002107434,0.00002611971,0.0002672713,0.0001134682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001739056,0.00005288859,0.0002791152,0.0002268896,0.00001320995,0.0003146093,0.00009457814,0.0001290262,0.01757159,0.01045537,0.9364796,0.03420933],"study_design_scores_gemma":[0.000009468181,0.00007658538,0.0005713158,0.00004678152,0.000008098688,0.0001084552,0.00005845142,0.0001781139,0.01296518,0.0009677188,0.9849923,0.00001735662],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01578468,0.02848263,0.01022701,0.08227587,0.2454502,0.0007615435,0.00211663,0.001297057,0.6136044],"genre_scores_gemma":[0.03939838,0.008113679,0.002838043,0.01083297,0.02022796,0.0001630417,0.0007829778,0.0005604459,0.9170825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.038214,"threshold_uncertainty_score":0.1278386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048487570","doi":"10.1889/1.3499851","title":"75.3: Is Brighter Always Better? The Effects of Display and Ambient Luminance on Preferences for Digital Signage","year":2010,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Ontario Centres of Excellence","keywords":"Luminance; Brightness; Digital signage; Computer science; Computer vision; GLARE; Artificial intelligence; Computer graphics (images); Mathematics; Optics; Physics; Multimedia; Materials science","authors":[{"name":"Pearl S. Guterman","is_ca":true},{"name":"Kazuho Fukuda","is_ca":false},{"name":"Laurie M. Wilcox","is_ca":true},{"name":"Robert S. Allison","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0128851130823907,"gpt":0.2639173256138689,"spread":0.2510322125314782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006425,0.0001579743,0.0001875138,0.0002950879,0.0002058276,0.0006084307,0.00009421756,0.0002441278,0.01434763],"category_scores_gemma":[0.005597972,0.00007998459,0.0002103475,0.0001345542,0.0002682017,0.0003447206,0.0003222531,0.0002628213,0.001044988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189773,"about_ca_system_score_gemma":0.00008794678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009928094,"about_ca_topic_score_gemma":0.001527872,"domain_scores_codex":[0.999731,0.00007741118,0.00003027675,0.00003390473,0.00008587747,0.00004152078],"domain_scores_gemma":[0.9977146,0.001163777,0.0004727317,0.0001438601,0.0002601184,0.0002448693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00727928,0.0004210909,0.5232644,0.0004945918,0.0002051184,0.000415042,0.001920055,0.0003999982,0.3461361,0.002176588,0.006517333,0.1107704],"study_design_scores_gemma":[0.00004006044,0.0006849103,0.9865236,0.00004383252,0.00007248911,0.0003590531,0.0009290215,0.0007030916,0.007945035,0.0006171225,0.002054051,0.00002775429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896667,0.0001867206,0.0002996039,0.0001298371,0.00002781207,0.00001284739,0.0001291392,0.00001768543,0.009529619],"genre_scores_gemma":[0.9976197,0.00009173435,0.0004238757,0.00009509869,0.00001187898,0.000009461531,0.00008729893,0.00001437613,0.001646588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01434763,"threshold_uncertainty_score":0.04799753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065180929","doi":"10.1889/1.1832017","title":"LP‐6: Design of a Quarter Wave Plate with Wide Viewing Angle and Wide Wavelength Range for High Quality Reflective LCDs","year":2001,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced optical system design","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Polarizer; Waveplate; Optics; Quarter (Canadian coin); Wavelength; Materials science; Viewing angle; Quality (philosophy); Contrast ratio; Range (aeronautics); Optoelectronics; Liquid-crystal display; Physics; Birefringence; Laser","authors":[{"name":"Takahiro Ishinabe","is_ca":false},{"name":"Tetsuya Miyashita","is_ca":false},{"name":"Tatsuo Uchida","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02194546135517211,"gpt":0.249600806803094,"spread":0.2276553454479218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002488619,0.0005579686,0.0003752235,0.0004609535,0.0002599705,0.0006621314,0.001042021,0.0004907804,0.001513956],"category_scores_gemma":[0.0003187326,0.0005553953,0.0002287028,0.0002973954,0.0002526067,0.0005290726,0.000310482,0.0004746834,0.001038359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005729986,"about_ca_system_score_gemma":0.0005622049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066082,"about_ca_topic_score_gemma":0.0009217756,"domain_scores_codex":[0.9997924,0.00002349754,0.00001677357,0.00004777825,0.0000914845,0.00002797094],"domain_scores_gemma":[0.9995492,0.000057602,0.0001161503,0.00005587158,0.0001678895,0.00005318841],"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":[0.0001057064,0.00003118356,0.0003264534,0.00008945396,0.00001096594,0.0001081818,0.00004614428,0.001285281,0.9869617,0.0007119818,0.0003293127,0.009993626],"study_design_scores_gemma":[0.00008977811,0.0004555701,0.001593053,0.00001327278,0.00002633686,0.0004519483,0.00004296761,0.02005914,0.9699131,0.0001332486,0.007184695,0.0000369033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6616353,0.001192033,0.3216667,0.0003905409,0.0001734609,0.0002598377,0.0005010387,0.002748328,0.0114327],"genre_scores_gemma":[0.6921456,0.0005863531,0.2989564,0.00008771895,0.00005665318,0.0002255631,0.000281162,0.000203077,0.007457413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001513956,"threshold_uncertainty_score":0.005064666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973185243","doi":"10.1889/1.2785211","title":"3.2: High Dynamic Range Projection Systems","year":2007,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":17,"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; Dolby (Canada)","funders":"","keywords":"Luminance; High dynamic range; Computer science; Dynamic range; Projection (relational algebra); Image quality; Implementation; Computer vision; Modulation (music); Computer graphics (images); Liquid-crystal display; Spatial light modulator; Artificial intelligence; Image (mathematics); Optics; Physics","authors":[{"name":"Gerwin Damberg","is_ca":true},{"name":"Helge Seetzen","is_ca":true},{"name":"Greg Ward","is_ca":true},{"name":"Wolfgang Heidrich","is_ca":true},{"name":"Lorne Whitehead","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004835942415141655,"gpt":0.2249603603903148,"spread":0.2201244179751731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003403745,0.0004983888,0.0004524702,0.0005444641,0.0004335592,0.001372658,0.0008561657,0.0007659157,0.01857711],"category_scores_gemma":[0.0005879934,0.0003680542,0.0003993863,0.0005573085,0.0003129307,0.001067769,0.0009553054,0.0007563856,0.00514665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003512311,"about_ca_system_score_gemma":0.0003612288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008313214,"about_ca_topic_score_gemma":0.0007929119,"domain_scores_codex":[0.9994835,0.0000594306,0.00002592896,0.00007757772,0.0002821863,0.0000713819],"domain_scores_gemma":[0.9996974,0.0000657928,0.00002890341,0.00006369673,0.00011203,0.00003205504],"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":[0.0007608855,0.00021454,0.00267571,0.0005869989,0.00009328238,0.001200261,0.000584279,0.01108837,0.5706341,0.02680123,0.01983661,0.3655239],"study_design_scores_gemma":[0.0002651439,0.0009034449,0.006374624,0.0001344782,0.0001282695,0.00872483,0.0001510835,0.1251879,0.6343495,0.008524044,0.2150085,0.0002481781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1310204,0.001502152,0.7674638,0.0005807256,0.0002897668,0.0003638884,0.0005514935,0.0143607,0.08386707],"genre_scores_gemma":[0.6844919,0.0009164898,0.2731652,0.0004224198,0.0001779892,0.0002517281,0.0006821549,0.0004708525,0.03942125],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01857711,"threshold_uncertainty_score":0.0621466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620564951","doi":"10.1002/sdtp.11838","title":"75‐2: <i>Invited Paper</i> : Large Scale Subjective Evaluation of Display Stream Compression","year":2017,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Qualcomm (Canada); York University","funders":"","keywords":"Lossless compression; Codec; Computer science; Compression (physics); Data compression; Scale (ratio); Encoding (memory); Lossy compression; Computer graphics (images); Computer vision; Artificial intelligence; Computer hardware; Geography; Materials science; Cartography","authors":[{"name":"Robert S. Allison","is_ca":true},{"name":"Laurie M. Wilcox","is_ca":true},{"name":"Wei Wang","is_ca":false},{"name":"David M. Hoffman","is_ca":false},{"name":"Yuqian Hou","is_ca":true},{"name":"James Goel","is_ca":true},{"name":"Lesley Deas","is_ca":true},{"name":"Dale Stolitzka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0215992723392266,"gpt":0.3249365403692598,"spread":0.3033372680300332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001976228,0.0006896197,0.0002991691,0.0008164583,0.0008768907,0.001372713,0.0005260502,0.001003186,0.01422732],"category_scores_gemma":[0.003466291,0.0001288683,0.0003102628,0.0003814582,0.0005978078,0.000570577,0.0005837838,0.0007562556,0.00437754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007391216,"about_ca_system_score_gemma":0.0005181091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002723611,"about_ca_topic_score_gemma":0.006367172,"domain_scores_codex":[0.9984342,0.0003061882,0.0000554252,0.0001617902,0.0009502933,0.00009207326],"domain_scores_gemma":[0.9965574,0.0005259125,0.00008310608,0.0001406591,0.002359009,0.0003339906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001222751,0.0006969559,0.005096746,0.0006417813,0.0001161507,0.0009981805,0.001116095,0.001775164,0.4049492,0.001869057,0.3551065,0.2264114],"study_design_scores_gemma":[0.0002109702,0.005880693,0.05548123,0.0001929033,0.0001766195,0.001975424,0.001405345,0.01130252,0.5319492,0.001445971,0.3895175,0.0004616397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4303198,0.00644867,0.2513888,0.01196057,0.02505868,0.003875721,0.005764253,0.009321792,0.2558618],"genre_scores_gemma":[0.6675901,0.001638527,0.05101997,0.003667706,0.003838117,0.0006797744,0.004497511,0.001549636,0.2655187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01422732,"threshold_uncertainty_score":0.04759514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073882119","doi":"10.1889/1.3256729","title":"15.4: Excellent Performance of Indium‐Oxide‐Based Thin‐Film Transistors by DC Sputtering","year":2009,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CIS Scientific","funders":"","keywords":"Thin-film transistor; Materials science; Sputtering; Optoelectronics; Oxide; Active layer; Layer (electronics); Indium; Transistor; Oxide thin-film transistor; Thin film; Nanotechnology; Electrical engineering; Metallurgy; Voltage","authors":[{"name":"Ming‐Hsien Lee","is_ca":false},{"name":"Ching‐Chieh Shih","is_ca":false},{"name":"Jim‐Shone Chen","is_ca":false},{"name":"Fengyuan Gan","is_ca":false},{"name":"Yi‐Chi Shih","is_ca":false},{"name":"Cindy X. Qiu","is_ca":true},{"name":"I. Shih","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005223251414633689,"gpt":0.1870262426760269,"spread":0.1818029912613932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001706426,0.0003200773,0.0003796791,0.0003888334,0.0002944677,0.0005321375,0.0005810897,0.0003704524,0.005969885],"category_scores_gemma":[0.0003129044,0.000165748,0.0001756414,0.0002060127,0.0001825615,0.0002634495,0.0002122651,0.0002416267,0.001864844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004687846,"about_ca_system_score_gemma":0.0003018343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076441,"about_ca_topic_score_gemma":0.001956909,"domain_scores_codex":[0.9998189,0.000008587088,0.00001159013,0.00002713571,0.00007589886,0.00005794088],"domain_scores_gemma":[0.9997937,0.00003654201,0.00002791465,0.00002652622,0.00007481561,0.00004056122],"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":[0.0001484996,0.0000240621,0.0004752988,0.00006128287,0.0000155658,0.000101844,0.00003773419,0.000173037,0.9945278,0.0001312848,0.001142864,0.003160751],"study_design_scores_gemma":[0.00001466506,0.0001208645,0.00222396,0.00001006386,0.00001560663,0.0001037375,0.000009908094,0.001056783,0.9920753,0.0000397597,0.004322813,0.000006491774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750234,0.001807339,0.004235053,0.0003154963,0.0001586506,0.00003419149,0.0009481759,0.00169124,0.01578632],"genre_scores_gemma":[0.9825278,0.0006033625,0.003887146,0.00007878329,0.00003852869,0.00003060996,0.0009272611,0.0002598536,0.0116467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005969885,"threshold_uncertainty_score":0.01997125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283645174","doi":"10.1002/sdtp.15667","title":"74‐4: Development of Flexible Full‐Color Mini‐LED Display Using Simultaneous Transfer and Bonding (SITRAB) Technology","year":2022,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Full color; Substrate (aquarium); Materials science; Flexible display; Transfer printing; Optoelectronics; Process (computing); Light-emitting diode; Transfer (computing); Polyimide; Pixel; LED display; Liquid-crystal display; OLED; Computer science; Nanotechnology; Layer (electronics); Composite material; Thin-film transistor; Artificial intelligence","authors":[{"name":"Jiho Joo","is_ca":false},{"name":"Gwang‐Mun Choi","is_ca":false},{"name":"Chanmi Lee","is_ca":false},{"name":"In-Seok Kye","is_ca":false},{"name":"Yong‐Sung Eom","is_ca":false},{"name":"Ki‐Seok Jang","is_ca":false},{"name":"Seok tae Hwang","is_ca":true},{"name":"Jeong Duck Kim","is_ca":true},{"name":"Kwang‐Seong Choi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008715697881942527,"gpt":0.2226174127455424,"spread":0.2139017148635999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001381791,0.0003051743,0.0002243263,0.0002767362,0.0002012368,0.0002742065,0.0005516249,0.0002909886,0.0035944],"category_scores_gemma":[0.0001248957,0.0002566414,0.0003822681,0.0002054464,0.0001541604,0.0004643091,0.0003472846,0.0003209032,0.0009478267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618892,"about_ca_system_score_gemma":0.0002366684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000733251,"about_ca_topic_score_gemma":0.0008098589,"domain_scores_codex":[0.9998825,0.00000656815,0.000005033459,0.00002495535,0.00005441478,0.00002648709],"domain_scores_gemma":[0.9999406,0.000007736389,0.000007320637,0.00001041923,0.00001810003,0.00001579484],"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":[0.00002220026,0.00002382695,0.0002105742,0.00003712226,0.000005894075,0.00009382597,0.00002842367,0.0005672321,0.9862331,0.000460832,0.0005054925,0.01181151],"study_design_scores_gemma":[0.00001592324,0.0003214456,0.002838428,0.000005726568,0.0000143824,0.000441087,0.00001741434,0.008778871,0.9796753,0.00007599044,0.007794267,0.00002126715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8544635,0.0005870694,0.1215035,0.000172216,0.0001221208,0.0001342721,0.0003785409,0.002141897,0.020497],"genre_scores_gemma":[0.8597487,0.0004909987,0.1226119,0.00009050071,0.00003374516,0.0001502776,0.000531635,0.0001630267,0.01617929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0035944,"threshold_uncertainty_score":0.01202446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063948424","doi":"10.1002/j.2168-0159.2014.tb00065.x","title":"19.1: <i>Invited Paper</i> : Illuminating the Value of Larger Color Gamuts for Quantum Dot Displays","year":2014,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Color perception and design","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Paul University","funders":"","keywords":"Gamut; NTSC; Quantum dot; Computer science; Liquid-crystal display; Diagonal; Computer graphics (images); Optics; Computer vision; Artificial intelligence; Physics; Optoelectronics; Telecommunications; Mathematics; Transmission (telecommunications); Geometry","authors":[{"name":"John F. Van Derlofske","is_ca":true},{"name":"James Hillis","is_ca":true},{"name":"Art Lathrop","is_ca":true},{"name":"John Wheatley","is_ca":true},{"name":"James Thielen","is_ca":true},{"name":"Gilles Benoit","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01575238614195714,"gpt":0.2924731408052271,"spread":0.27672075466327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079165,0.0006011895,0.000309259,0.0007205681,0.001396992,0.003200387,0.0006091726,0.002270255,0.02012645],"category_scores_gemma":[0.000975395,0.000207782,0.000443597,0.0004926454,0.000789099,0.001394588,0.0008043449,0.002323532,0.00704185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084397,"about_ca_system_score_gemma":0.0009440059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203181,"about_ca_topic_score_gemma":0.005745042,"domain_scores_codex":[0.9995449,0.00008708163,0.00001477176,0.00009720033,0.0001745709,0.00008141212],"domain_scores_gemma":[0.9994416,0.000132223,0.00002386737,0.00002071152,0.000251174,0.0001304669],"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":[0.0001324917,0.0000675819,0.0004846307,0.0004847533,0.00001944568,0.0003122638,0.0003627249,0.0001369166,0.01187258,0.02154104,0.8829049,0.08168058],"study_design_scores_gemma":[0.0000101146,0.00008231053,0.001029915,0.0001180523,0.000009061065,0.0001743312,0.0001744503,0.0001077655,0.004358797,0.004606234,0.9893085,0.00002049031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01746794,0.1980405,0.01254157,0.1937476,0.222246,0.0003354909,0.0008633556,0.0006001989,0.3541573],"genre_scores_gemma":[0.1002446,0.09893664,0.00767306,0.04612602,0.08140616,0.0002368691,0.0005573729,0.0006165815,0.6642027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02012645,"threshold_uncertainty_score":0.0673297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088913321","doi":"10.1002/sdtp.13993","title":"55‐1: <i>Invited Paper:</i> Self‐Assembled Cathode Patterning in AMOLED for Under‐Display Camera","year":2020,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Semiconductor materials and devices","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"OTI Lumionics (Canada)","funders":"","keywords":"AMOLED; Cathode; OLED; Materials science; Electrode; Optoelectronics; Layer (electronics); Nanotechnology; Electrical engineering; Active matrix; Engineering; Chemistry; Thin-film transistor","authors":[{"name":"Zhibin Wang","is_ca":true},{"name":"Yi‐Lu Chang","is_ca":true},{"name":"Qi Wang","is_ca":true},{"name":"Yingjie Zhang","is_ca":true},{"name":"Jacky Qiu","is_ca":true},{"name":"Michael G. Helander","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01189896735802208,"gpt":0.223833404735659,"spread":0.211934437377637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006807414,0.0008277786,0.000358142,0.0005006297,0.001231659,0.001504745,0.0007507274,0.001907332,0.01508702],"category_scores_gemma":[0.0004897271,0.0002424089,0.0004415689,0.0002629912,0.0004005769,0.0007207089,0.0005872007,0.001060489,0.006427402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000970129,"about_ca_system_score_gemma":0.0005101784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483864,"about_ca_topic_score_gemma":0.002798721,"domain_scores_codex":[0.9996056,0.00003744669,0.00000932552,0.0001060128,0.000146212,0.00009548513],"domain_scores_gemma":[0.9997395,0.00004044385,0.00001046437,0.00001030048,0.0001396847,0.00005963303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007083114,0.0002020831,0.0009038133,0.0005312535,0.00004366791,0.001772465,0.0003268016,0.0005680853,0.2186275,0.007495406,0.7219245,0.04689601],"study_design_scores_gemma":[0.00006841053,0.0004048189,0.002797535,0.00007701085,0.00005478811,0.0006158745,0.0002141291,0.002237271,0.2382329,0.0008107226,0.7544015,0.00008507984],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1595244,0.0356274,0.03421982,0.05770554,0.2128828,0.001627847,0.002694406,0.002173781,0.493544],"genre_scores_gemma":[0.2477471,0.008834274,0.006361165,0.005115245,0.01999171,0.0004032768,0.001724736,0.0005890785,0.7092334],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01508702,"threshold_uncertainty_score":0.05047107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993138721","doi":"10.1889/1.2036434","title":"P‐25: A New Driving Method for a‐Si AMOLED Displays Based on Voltage Feedback","year":2005,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"IGNIS Innovation (Canada); University of Waterloo","funders":"","keywords":"AMOLED; Backplane; Active matrix; OLED; Materials science; Optoelectronics; Threshold voltage; Voltage; Diode; Amorphous silicon; Overdrive voltage; Silicon; Electrical engineering; Thin-film transistor; Crystalline silicon; Engineering; Transistor; Nanotechnology","authors":[{"name":"Shahin Jafarabadi Ashtiani","is_ca":true},{"name":"G. Reza Chaji","is_ca":true},{"name":"Sanjiv Sambandan","is_ca":true},{"name":"Denis Striakhilev","is_ca":true},{"name":"Arokia Nathan","is_ca":true},{"name":"Peyman Servati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007284833189518063,"gpt":0.2342489151510517,"spread":0.2269640819615336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009508294,0.0002413844,0.0001052458,0.0002301439,0.0002312338,0.0003331425,0.000665682,0.0002513365,0.001473516],"category_scores_gemma":[0.0001557027,0.0001500062,0.0001288654,0.00009571354,0.0003002663,0.0003145711,0.0002330794,0.0003039484,0.0004421485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890096,"about_ca_system_score_gemma":0.000201457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006079407,"about_ca_topic_score_gemma":0.0007928325,"domain_scores_codex":[0.9998974,0.000006993357,0.000004573244,0.00003082584,0.00004384604,0.00001644139],"domain_scores_gemma":[0.9999222,0.00001923396,0.00001570669,0.00001099093,0.00001684767,0.00001509767],"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":[0.00002700572,0.00001631581,0.0001275624,0.00003516843,0.000004536224,0.0001219991,0.0000350239,0.0000926615,0.9849546,0.0004337223,0.0004258199,0.01372562],"study_design_scores_gemma":[0.00001131006,0.0001962672,0.000787942,0.000004634332,0.000007548515,0.0003778225,0.00001403212,0.002081699,0.9866435,0.000105193,0.00975561,0.00001452731],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8475404,0.002288813,0.1345016,0.0003905022,0.0003610702,0.0001497611,0.0003133285,0.002438135,0.01201633],"genre_scores_gemma":[0.9498301,0.0005685202,0.04246947,0.000112698,0.00006375658,0.00005899839,0.0001142268,0.00007290903,0.00670932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001473516,"threshold_uncertainty_score":0.004929423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023440710","doi":"10.1889/1.3069355","title":"P‐14: Low‐Cost Amoled Televeision with IGNIS Compensating Technology","year":2008,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":12,"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":"AMOLED; Backplane; OLED; Materials science; Thin-film transistor; Optoelectronics; Amorphous silicon; Silicon; Computer science; Computer hardware; Active matrix; Nanotechnology; Crystalline silicon","authors":[{"name":"G. Reza Chaji","is_ca":true},{"name":"Stefan Alexander","is_ca":true},{"name":"Arokia Nathan","is_ca":true},{"name":"Corbin Church","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01384838992235285,"gpt":0.2543772750158215,"spread":0.2405288850934687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001994832,0.0002771745,0.0002829841,0.0003172716,0.0003711196,0.0005994982,0.001045678,0.000585514,0.004744666],"category_scores_gemma":[0.0001939628,0.0001489491,0.0002119407,0.0002186123,0.0002736948,0.000612915,0.0002769613,0.0004549192,0.001662072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006748008,"about_ca_system_score_gemma":0.0005069898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007590566,"about_ca_topic_score_gemma":0.001088673,"domain_scores_codex":[0.999747,0.00001223494,0.000007060183,0.00003968292,0.0001594921,0.00003454677],"domain_scores_gemma":[0.9998784,0.00001588795,0.00002730802,0.00002036178,0.00004387525,0.00001421593],"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":[0.0002048206,0.00007528314,0.0009393335,0.0001133597,0.0000148213,0.0002124983,0.00009062107,0.0004133495,0.9298712,0.003365017,0.005030247,0.05966939],"study_design_scores_gemma":[0.00005374162,0.0004614601,0.002134805,0.00001504262,0.00002640301,0.001102703,0.00002523069,0.004553443,0.9424253,0.0002875793,0.04889083,0.00002347256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7291335,0.002542823,0.1678795,0.001320531,0.0005801583,0.0003523331,0.0006725113,0.007730835,0.08978783],"genre_scores_gemma":[0.8851634,0.0004900187,0.06883463,0.0002225627,0.0001095696,0.00007100903,0.0004134557,0.000208624,0.0444868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004744666,"threshold_uncertainty_score":0.01587254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807533678","doi":"10.1002/sdtp.12402","title":"48‐2: Electronic Paper 2.0: Frustrated eTIR as a Path to Color and Video","year":2018,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CLEARink (Canada)","funders":"","keywords":"Brightness; Computer science; Full color; Liquid-crystal display; Path (computing); Computer graphics (images); Electrowetting; Feature (linguistics); Computer vision; Electrical engineering; Materials science; Optoelectronics; Optics; Engineering; Physics; Computer network; Voltage","authors":[{"name":"R.J. Fleming","is_ca":false},{"name":"Sri Peruvemba","is_ca":false},{"name":"Robert L. Holman","is_ca":false},{"name":"Scott Ferguson","is_ca":false},{"name":"Bram Sadlik","is_ca":true},{"name":"Thomas Johansson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00416777118792527,"gpt":0.228616491590332,"spread":0.2244487204024067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002037165,0.0003384445,0.0002937319,0.0006262297,0.001277855,0.007766373,0.0009245626,0.002808554,0.04111756],"category_scores_gemma":[0.002052917,0.000280118,0.0002851888,0.0006299543,0.00188381,0.004286181,0.001134526,0.002654266,0.02063282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548824,"about_ca_system_score_gemma":0.0006809125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006073985,"about_ca_topic_score_gemma":0.001078505,"domain_scores_codex":[0.9987435,0.0002004975,0.00004495022,0.0001242269,0.0007507502,0.0001360527],"domain_scores_gemma":[0.9990355,0.0002431851,0.00004965262,0.0001844915,0.0004016234,0.00008562201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001374422,0.00006515982,0.0005240597,0.0003694986,0.00001312321,0.0007290344,0.0009000407,0.0004035707,0.02672546,0.5234551,0.3030344,0.1436431],"study_design_scores_gemma":[0.000007308336,0.0000485593,0.0002550292,0.00007928257,0.000003752828,0.0005364005,0.0002182564,0.0004581201,0.01082121,0.01410048,0.9734493,0.00002218124],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01956361,0.03287749,0.0205026,0.03336968,0.02539606,0.00006590453,0.0002844658,0.001140557,0.8667996],"genre_scores_gemma":[0.1125332,0.013971,0.01196399,0.006266398,0.003095675,0.000035088,0.0002155202,0.0008121879,0.8511069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04111756,"threshold_uncertainty_score":0.1375519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806707183","doi":"10.1002/sdtp.12106","title":"85‐1: Visually Lossless Compression of High Dynamic Range Images: A Large‐Scale Evaluation","year":2018,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Image Enhancement Techniques","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Qualcomm (Canada); York University","funders":"","keywords":"Lossless compression; High dynamic range; Computer science; Flicker; Dynamic range compression; Codec; Compression (physics); Dynamic range; Computer vision; Scale (ratio); Image compression; Data compression; Artificial intelligence; Computer graphics (images); Computer hardware; Image (mathematics); Image processing; Materials science; Telecommunications; Cartography; Geography","authors":[{"name":"Aishwarya Sudhama","is_ca":true},{"name":"Matthew Cutone","is_ca":true},{"name":"Yuqian Hou","is_ca":true},{"name":"James Goel","is_ca":true},{"name":"Dale Stolitzka","is_ca":false},{"name":"Natan Jacobson","is_ca":false},{"name":"Robert S. Allison","is_ca":true},{"name":"Laurie M. Wilcox","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007825180964762707,"gpt":0.2883745563859382,"spread":0.2805493754211755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008092818,0.0004533855,0.0002831414,0.0009260605,0.0002667926,0.000341833,0.0003912617,0.0004819613,0.003325875],"category_scores_gemma":[0.001729158,0.0001045741,0.0002082799,0.0005478029,0.0005025736,0.0005294411,0.0004226431,0.0003337653,0.0004114407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002661217,"about_ca_system_score_gemma":0.0001864324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344875,"about_ca_topic_score_gemma":0.001771075,"domain_scores_codex":[0.9994549,0.00008653553,0.00003130865,0.00005296726,0.0003281824,0.00004610547],"domain_scores_gemma":[0.9985822,0.0005560515,0.00008489287,0.0001299243,0.0005093981,0.0001375594],"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":[0.001044461,0.0008366731,0.00265452,0.0004438624,0.00006208995,0.0003829758,0.0003311526,0.006101872,0.9060076,0.0004183806,0.001773152,0.07994319],"study_design_scores_gemma":[0.0001629664,0.008996193,0.046207,0.00003372951,0.0001082555,0.00117694,0.000241055,0.03469294,0.9038358,0.0001784155,0.004289008,0.000077574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692785,0.0004310889,0.02431744,0.00006128987,0.00004378611,0.0003263972,0.0005721237,0.0005020009,0.004467378],"genre_scores_gemma":[0.9743236,0.0003540295,0.01938118,0.00006699666,0.00002738029,0.0001221539,0.0009005813,0.0001707517,0.004653276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003325875,"threshold_uncertainty_score":0.01112616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029217067","doi":"10.1889/1.1825780","title":"57.2: Extreme AMOLED Backplanes in a‐Si with Proven Stability","year":2004,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; IGNIS Innovation (Canada)","funders":"","keywords":"AMOLED; Backplane; Materials science; OLED; Optoelectronics; Compensation (psychology); Pixel; Thin-film transistor; Electrical engineering; Active matrix; Optics; Nanotechnology; Engineering; Layer (electronics); Physics","authors":[{"name":"Arokia Nathan","is_ca":true},{"name":"Stefan Alexander","is_ca":true},{"name":"K. Sakariya","is_ca":true},{"name":"Peyman Servati","is_ca":true},{"name":"Tao Sheng","is_ca":true},{"name":"Denis Striakhilev","is_ca":true},{"name":"Anil Kumar","is_ca":true},{"name":"Sanjiv Sambandan","is_ca":true},{"name":"Shahin Jafarabadi Ashtiani","is_ca":true},{"name":"Yuri Vigranenko","is_ca":true},{"name":"Corbin Church","is_ca":false},{"name":"Jay Wzorek","is_ca":false},{"name":"Paul Arsenault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009986764726291968,"gpt":0.1820553841800282,"spread":0.1720686194537362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001192946,0.0001479703,0.0001886974,0.000206305,0.0003292986,0.0004854267,0.0001732345,0.0003369234,0.00257762],"category_scores_gemma":[0.0001971758,0.0000901259,0.0001197127,0.0001105676,0.0002934646,0.0003030944,0.000209971,0.0002436787,0.0007381376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304568,"about_ca_system_score_gemma":0.0001149991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000445898,"about_ca_topic_score_gemma":0.0004868785,"domain_scores_codex":[0.9999114,0.000004134344,0.000003640864,0.00001229785,0.00004731162,0.00002115011],"domain_scores_gemma":[0.9998945,0.00002450603,0.00001831948,0.00001548078,0.000032765,0.00001441625],"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":[0.0001348179,0.00001734018,0.0009305585,0.00003215177,0.000006871795,0.0004354221,0.0000930565,0.0003802358,0.9875858,0.002811141,0.0005228559,0.00704981],"study_design_scores_gemma":[0.00002187667,0.0002490056,0.002993585,0.00001372543,0.000009738908,0.0007052075,0.00003917089,0.004329868,0.9836552,0.0006603793,0.007311068,0.00001120666],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693443,0.0008406974,0.008992085,0.0001670697,0.00009428685,0.00001430878,0.0001096213,0.0002761115,0.02016151],"genre_scores_gemma":[0.9916267,0.0001735325,0.004599627,0.00003463694,0.00001578837,0.000005913713,0.00006100227,0.00003353559,0.003449222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00257762,"threshold_uncertainty_score":0.008623064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1939139985","doi":"10.1889/1.1832880","title":"4.2: High Brightness Red Emitting Ga <sub>2</sub> O <sub>3</sub> : Eu Electroluminescent Phosphor","year":2000,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Ga2O3 and related materials","field":"Materials Science","cited_by":10,"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":"Phosphor; Electroluminescence; Brightness; Materials science; Optoelectronics; Electroluminescent display; Optics; Physics; Nanotechnology","authors":[{"name":"D. Stodilka","is_ca":true},{"name":"Adrian H. Kitai","is_ca":true},{"name":"Zhisen Huang","is_ca":true},{"name":"Katherine Cook","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004074991838010145,"gpt":0.1950791094775108,"spread":0.1910041176395007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110792,0.00020495,0.000279485,0.0002102168,0.0002852494,0.0004190956,0.0004617728,0.0003747671,0.001660029],"category_scores_gemma":[0.0001662696,0.0001339978,0.0002205138,0.0001602427,0.0002522283,0.0002290564,0.0001792322,0.0002034545,0.0004441614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002669944,"about_ca_system_score_gemma":0.0001586007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151684,"about_ca_topic_score_gemma":0.0009943334,"domain_scores_codex":[0.9999162,0.00000645743,0.000002115355,0.00001933326,0.00002817054,0.00002774649],"domain_scores_gemma":[0.9999405,0.00000943832,0.00001146566,0.000009884069,0.00001729739,0.00001142244],"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":[0.0001314967,0.00002132361,0.0004671956,0.0000379784,0.00001044954,0.0002536097,0.0000437487,0.0002034815,0.9944353,0.0001793556,0.0003349114,0.003881223],"study_design_scores_gemma":[0.00003095855,0.0002251837,0.004081716,0.000006985861,0.00003615705,0.0007385682,0.00003112626,0.001936651,0.9902458,0.00007881956,0.002574503,0.00001361386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990987,0.0003027975,0.004239057,0.00009264326,0.00002858503,0.00001121396,0.0001415361,0.0003717457,0.003825444],"genre_scores_gemma":[0.9876983,0.0001143292,0.005251233,0.00004208904,0.00001098114,0.000009301516,0.0001236328,0.00007705511,0.006673247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001660029,"threshold_uncertainty_score":0.005553305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092316282","doi":"10.1002/j.2168-0159.2013.tb06192.x","title":"21.4L: <i>Late‐News Paper</i> : Recent Developments of Carbon Nanotube Enabled Vertical Organic Light Emitting Transistors for OLED Displays","year":2013,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Transistor; OLED; Optoelectronics; Materials science; Backplane; Carbon nanotube field-effect transistor; Common emitter; AMOLED; Carbon nanotube; Channel (broadcasting); Thin-film transistor; Nanotechnology; Electrical engineering; Engineering; Field-effect transistor; Active matrix; Voltage; Layer (electronics)","authors":[{"name":"Bo Liu","is_ca":false},{"name":"Mitchell A. McCarthy","is_ca":false},{"name":"Bright Iheanacho","is_ca":true},{"name":"William S. Wong","is_ca":true},{"name":"Andrew G. Rinzler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005567162685383343,"gpt":0.1861184400985844,"spread":0.1805512774132011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002579976,0.0001526629,0.0001326376,0.0004132349,0.0005341377,0.00160813,0.0003753287,0.0007969892,0.02747655],"category_scores_gemma":[0.0002442056,0.0001159978,0.0001388403,0.0002272851,0.0002481577,0.000476132,0.000218829,0.0005678353,0.007032393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006241871,"about_ca_system_score_gemma":0.0002138708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007625,"about_ca_topic_score_gemma":0.004849782,"domain_scores_codex":[0.9998786,0.000006728258,0.000005611535,0.00001176385,0.00006660957,0.00003059982],"domain_scores_gemma":[0.9998846,0.00002621622,0.00001063838,0.000008851201,0.00004499128,0.00002481353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007403113,0.0001839781,0.001782794,0.0006637656,0.00003054613,0.001761657,0.0001222659,0.0004080835,0.3465484,0.01157205,0.4808965,0.1552897],"study_design_scores_gemma":[0.00002249716,0.0001741797,0.003637345,0.00004438777,0.00001043704,0.0003288439,0.00005782198,0.0007305733,0.1421001,0.0005668958,0.8523066,0.00002026762],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1292342,0.01697436,0.01012092,0.03003779,0.02632399,0.0003037716,0.006211804,0.002911254,0.777882],"genre_scores_gemma":[0.3393047,0.01275318,0.005871041,0.006135662,0.007487836,0.00009418463,0.004096545,0.0005481712,0.6237087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02747655,"threshold_uncertainty_score":0.09191823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086020403","doi":"10.1889/1.2785620","title":"52.2: A Low‐Cost Stable Amorphous Silicon AMOLED Display with Full V <sub>T</sub> ‐ and V <sub>OLED</sub> Shift Compensation","year":2007,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":10,"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":"AMOLED; OLED; Materials science; Compensation (psychology); Optoelectronics; Pixel; Electronic engineering; Computer science; Electrical engineering; Thin-film transistor; Engineering; Nanotechnology; Active matrix; Artificial intelligence; Layer (electronics)","authors":[{"name":"G. Reza Chaji","is_ca":true},{"name":"Stefan Alexander","is_ca":true},{"name":"Arokia Nathan","is_ca":true},{"name":"Corbin Church","is_ca":true},{"name":"S. J. Tang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00439334461593496,"gpt":0.1860918122183328,"spread":0.1816984676023979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006250792,0.000150541,0.0002017238,0.0001351051,0.0002842555,0.0002392797,0.0003055309,0.000308787,0.00413713],"category_scores_gemma":[0.0001190005,0.0001074479,0.0001536761,0.00007823671,0.0001240192,0.000211466,0.0001179938,0.0001999677,0.001231777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491008,"about_ca_system_score_gemma":0.0001161499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007645371,"about_ca_topic_score_gemma":0.0008142723,"domain_scores_codex":[0.9999311,0.000004830711,0.00000217809,0.00001783915,0.00002722646,0.00001689892],"domain_scores_gemma":[0.9999481,0.000008595672,0.000005552101,0.00000844749,0.00001339451,0.00001582798],"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":[0.0001299778,0.00004861052,0.0008188016,0.00002117741,0.00001066513,0.0005424906,0.00004490901,0.0002721209,0.9845873,0.0003981004,0.001871491,0.01125439],"study_design_scores_gemma":[0.00008013302,0.0007569122,0.01647707,0.000009226425,0.0000428143,0.001714377,0.00003845444,0.01436693,0.9452954,0.0001526593,0.02103152,0.00003453625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651845,0.0001653813,0.01770725,0.0002643928,0.0000895933,0.00003964291,0.0003168918,0.002278475,0.01395402],"genre_scores_gemma":[0.9772778,0.00005408137,0.01106646,0.00006475447,0.00002183508,0.00001956155,0.0003010123,0.0001244761,0.01107011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00413713,"threshold_uncertainty_score":0.01384008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984970986","doi":"10.1889/1.3069760","title":"46.3: High Performance Active Matrix Electrophoretic Display Controller","year":2008,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Richmond Hospital","funders":"","keywords":"Controller (irrigation); Computer science; Active matrix; Matrix (chemical analysis); Computer hardware; Embedded system; Materials science; Nanotechnology","authors":[{"name":"Holly Gates","is_ca":false},{"name":"Takahide Ohkami","is_ca":false},{"name":"Yun Shon Low","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003248581687337727,"gpt":0.1859598286271211,"spread":0.1827112469397834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003909861,0.0005324391,0.0004050836,0.0005410822,0.0003242117,0.001195333,0.001041844,0.0007634884,0.02270704],"category_scores_gemma":[0.0007102326,0.000254924,0.0002002715,0.0002943038,0.0001951271,0.0005202973,0.0003449265,0.0006184584,0.008731531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004756949,"about_ca_system_score_gemma":0.0004277978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009088537,"about_ca_topic_score_gemma":0.0007858419,"domain_scores_codex":[0.999397,0.00004336082,0.00003616732,0.00009567484,0.00036216,0.00006549287],"domain_scores_gemma":[0.9995556,0.00009895027,0.0000382348,0.00005363809,0.0002024151,0.00005101891],"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":[0.0004672193,0.00009872386,0.0005974891,0.0001786286,0.00002810629,0.0006959692,0.0001623517,0.00124684,0.8784503,0.005343096,0.03259738,0.08013386],"study_design_scores_gemma":[0.00008356469,0.0002245932,0.001873387,0.00002069144,0.00003194815,0.001389794,0.00001925472,0.01978209,0.8417001,0.0004105834,0.1343976,0.00006643337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2018501,0.002645058,0.5863774,0.001833079,0.002200424,0.0009853138,0.004203348,0.06488927,0.135016],"genre_scores_gemma":[0.6884932,0.0008552462,0.1646446,0.0009304545,0.0003808046,0.000513171,0.002404878,0.00158012,0.1401974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02270704,"threshold_uncertainty_score":0.07596266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101160754","doi":"10.1889/1.2720321","title":"P‐26: Amorphous Silicon Enables Large Amoled Displays for HDTV","year":2005,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":9,"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":"AMOLED; OLED; Brightness; Pixel; Materials science; Optoelectronics; Computer science; Computer graphics (images); Thin-film transistor; Artificial intelligence; Optics; Physics; Nanotechnology; Active matrix; Layer (electronics)","authors":[{"name":"Arokia Nathan","is_ca":true},{"name":"Stefan Alexander","is_ca":true},{"name":"Peyman Servati","is_ca":true},{"name":"K. Sakariya","is_ca":true},{"name":"Denis Striakhilev","is_ca":true},{"name":"Ruiqi Huang","is_ca":true},{"name":"Anil Kumar","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":0.005616774785994085,"gpt":0.207186830145894,"spread":0.2015700553598999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005977507,0.0001354962,0.00008802825,0.0001383835,0.000144656,0.0003803166,0.0002538677,0.000195404,0.002493528],"category_scores_gemma":[0.00008925498,0.00008676036,0.00008729265,0.0001161818,0.0001637098,0.0002521081,0.0002358253,0.0002448264,0.0006749681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078774,"about_ca_system_score_gemma":0.0001074852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002173537,"about_ca_topic_score_gemma":0.0004042257,"domain_scores_codex":[0.9999552,0.000002322007,0.000002045969,0.000010666,0.00002076066,0.000009084056],"domain_scores_gemma":[0.9999493,0.000009126316,0.000008346235,0.000009281447,0.00001046876,0.00001339016],"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":[0.00005201032,0.00001851202,0.0001937123,0.00002772817,0.000003387093,0.000213849,0.00002240563,0.0003284067,0.992634,0.001191137,0.0007095066,0.004605317],"study_design_scores_gemma":[0.00003841577,0.0002708343,0.002550896,0.000009941488,0.00001032728,0.0006666362,0.00003423028,0.005481593,0.9658527,0.0007370277,0.02433316,0.00001413348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491639,0.0007730092,0.0149885,0.000224921,0.0001352716,0.00003386904,0.0003684013,0.001202393,0.03310963],"genre_scores_gemma":[0.9879715,0.0003310885,0.005524898,0.00003519104,0.00002926116,0.00001320836,0.0001466258,0.00006150116,0.005886931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002493528,"threshold_uncertainty_score":0.00834167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037557584","doi":"10.1889/1.1831739","title":"39.1: New Reflective Color Display Technique Based on Total Internal Reflection and Subtractive Color Filtering","year":2001,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":9,"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":"Subtractive color; RGB color model; Reflection (computer programming); Computer vision; Colored; Artificial intelligence; Optics; Computer science; Filter (signal processing); Color balance; Materials science; Color image; Image (mathematics); Image processing; Physics","authors":[{"name":"Michele Mossman","is_ca":true},{"name":"A. Kotlicki","is_ca":true},{"name":"Lorne Whitehead","is_ca":true},{"name":"Rolf W. Biernath","is_ca":false},{"name":"Shupei Rao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009779620101383456,"gpt":0.2806821813321875,"spread":0.2709025612308041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002015613,0.0004129337,0.0004456466,0.0005313205,0.0003364896,0.0006318423,0.001169393,0.0005934015,0.00405646],"category_scores_gemma":[0.0002508663,0.0003925841,0.0006043124,0.0003235571,0.0003585318,0.000575706,0.0004546692,0.0006478377,0.00210127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004001664,"about_ca_system_score_gemma":0.0003448397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005099429,"about_ca_topic_score_gemma":0.0007968924,"domain_scores_codex":[0.9996752,0.00001612651,0.00001349089,0.00006769134,0.0001857335,0.00004179548],"domain_scores_gemma":[0.9998441,0.00001946722,0.00003661274,0.00002980427,0.00004204266,0.00002795345],"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":[0.00004866774,0.00002980537,0.00009894645,0.00006140221,0.000008990743,0.0001448385,0.00004655428,0.0002356222,0.9796845,0.001721319,0.0009197448,0.01699966],"study_design_scores_gemma":[0.0000238686,0.000205127,0.0008000897,0.000009135342,0.00002870124,0.00132809,0.0000141292,0.005136637,0.9704785,0.0003563965,0.02158078,0.00003846376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5104024,0.005600346,0.4094828,0.001148078,0.001122159,0.0002763306,0.000628487,0.009597258,0.06174205],"genre_scores_gemma":[0.5759848,0.0024066,0.3885223,0.0004965925,0.0001972066,0.000132649,0.0005154742,0.0005750179,0.03116936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00405646,"threshold_uncertainty_score":0.01357019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1652571342","doi":"10.1002/sdtp.10449","title":"35.3: Resolution Enhancement Based on Shifted Superposition","year":2015,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":9,"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; Canada Research Chairs; Ontario Ministry of Economic Development and Innovation","keywords":"Resolution (logic); Superposition principle; Projection (relational algebra); Projector; Set (abstract data type); Computer science; High resolution; Image (mathematics); Artificial intelligence; Image resolution; Computer vision; Mathematics; Algorithm; Remote sensing; Geology; Mathematical analysis","authors":[{"name":"Elnaz Barshan","is_ca":true},{"name":"Mark Lamm","is_ca":true},{"name":"Christian Scharfenberger","is_ca":true},{"name":"Paul Fieguth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01287398415740771,"gpt":0.2330285786157704,"spread":0.2201545944583627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006348705,0.0008577176,0.0006229102,0.0006590503,0.0003002529,0.0006932225,0.001291191,0.0006275328,0.003304933],"category_scores_gemma":[0.001050229,0.000373493,0.0008414849,0.0005717466,0.000671038,0.00124481,0.001596889,0.0008247835,0.0008829865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004070262,"about_ca_system_score_gemma":0.0007411993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248322,"about_ca_topic_score_gemma":0.001643563,"domain_scores_codex":[0.9992574,0.0001084352,0.00002710377,0.0001197094,0.0004273552,0.00005984938],"domain_scores_gemma":[0.9995852,0.00008594228,0.00004871444,0.000128645,0.0001153649,0.0000361544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004749603,0.00022665,0.001819612,0.0002175916,0.0001995167,0.0003481757,0.0001802404,0.1095762,0.4233702,0.02159101,0.003108025,0.4388878],"study_design_scores_gemma":[0.00004563227,0.0002821695,0.001511311,0.00001687321,0.00008916967,0.0008643193,0.00003145963,0.7697926,0.2147599,0.006432962,0.006122011,0.00005160685],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05281011,0.0004113413,0.9380245,0.0001725383,0.00003640163,0.00007266153,0.00006571337,0.001878789,0.006527898],"genre_scores_gemma":[0.4453568,0.0004868124,0.5471405,0.0002355493,0.00004144734,0.00008767844,0.0003132639,0.0002781288,0.00605984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003304933,"threshold_uncertainty_score":0.01105607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042277556","doi":"10.1889/1.3069820","title":"59.2: Defining Dynamic Range","year":2008,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dolby (Canada)","funders":"","keywords":"Luminance; Range (aeronautics); High dynamic range; Metric (unit); Dynamic range; Computer science; Computer graphics (images); Computer vision; Perception; Artificial intelligence; Mathematics; Engineering; Psychology; Operations management; Aerospace engineering","authors":[{"name":"Greg Ward","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007197597933067203,"gpt":0.2407360184229481,"spread":0.2335384204898809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002083691,0.001040761,0.0007711591,0.003000355,0.0008337867,0.004899537,0.001438163,0.001431958,0.008225363],"category_scores_gemma":[0.008753081,0.0004538939,0.0009156255,0.001972371,0.0034346,0.006812657,0.003227713,0.002173224,0.003473756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006880039,"about_ca_system_score_gemma":0.0003043503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008023435,"about_ca_topic_score_gemma":0.0003282962,"domain_scores_codex":[0.9949871,0.001142872,0.0004552796,0.001443577,0.001554392,0.0004167772],"domain_scores_gemma":[0.9955493,0.001709871,0.0005372385,0.0007871826,0.001075341,0.0003410343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002328479,0.00009277414,0.003931509,0.0004689288,0.00005194305,0.0004757804,0.001351117,0.01226608,0.0479256,0.7827641,0.009832621,0.1406066],"study_design_scores_gemma":[0.00005970045,0.0005560957,0.009973999,0.0004965404,0.0000990748,0.004592097,0.0009996968,0.09923537,0.04915127,0.5769264,0.257624,0.0002856936],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03533422,0.0035695,0.883352,0.0007967347,0.0003627107,0.0002030445,0.0008876634,0.001521274,0.07397273],"genre_scores_gemma":[0.5793136,0.002164342,0.3953082,0.0008421429,0.0007474454,0.0007839625,0.001112228,0.000997512,0.01873054],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008225363,"threshold_uncertainty_score":0.02751654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2407727755","doi":"10.1002/sdtp.10653","title":"21‐2: Exploring 3D Interactive Performance Animation for VR/AR Applications Using Low‐cost Motion Capture","year":2016,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Hand Gesture Recognition Systems","field":"Computer Science","cited_by":8,"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","funders":"","keywords":"Animation; Motion capture; Computer science; Motion (physics); Computer animation; Human–computer interaction; Virtual reality; Interactive media; Interactive design; Computer graphics (images); Interactive skeleton-driven simulation; Computer facial animation; Multimedia; Artificial intelligence","authors":[{"name":"Yifan Peng","is_ca":true},{"name":"Su Chen","is_ca":false},{"name":"Wolfgang Heidrich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03158030141569047,"gpt":0.2638003301458501,"spread":0.2322200287301596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004529581,0.0007267946,0.0002864136,0.000354642,0.0003962007,0.001195694,0.000814478,0.0006707253,0.009504055],"category_scores_gemma":[0.0006452912,0.0003303665,0.0005345374,0.0001595963,0.0004750965,0.0006561608,0.001176031,0.0005301784,0.001683419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003176251,"about_ca_system_score_gemma":0.0004089427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184241,"about_ca_topic_score_gemma":0.002957149,"domain_scores_codex":[0.9996996,0.00006468853,0.0000097773,0.00004232016,0.0001433118,0.00004031189],"domain_scores_gemma":[0.9998322,0.00007476343,0.000009125448,0.00003094114,0.00002743262,0.00002553023],"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":[0.0003922319,0.0002853241,0.001574934,0.0007187019,0.0000978887,0.000928418,0.002129971,0.04510766,0.6062239,0.02240199,0.008198028,0.3119409],"study_design_scores_gemma":[0.0001465403,0.001681169,0.01087174,0.0002482978,0.0001742788,0.003854561,0.0008347874,0.2794222,0.388511,0.0084569,0.3054397,0.0003588702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1121701,0.0008331993,0.8213963,0.0004021128,0.0001139294,0.000475279,0.0003927484,0.005437688,0.05877868],"genre_scores_gemma":[0.4933158,0.001169015,0.4681541,0.000233741,0.00006805854,0.0004713529,0.0008738986,0.001533396,0.03418056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009504055,"threshold_uncertainty_score":0.03179419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946833696","doi":"10.1002/sdtp.13056","title":"60‐5: <i>Late‐News Paper</i> : 17‐inch Transparent AMOLED Display With Self‐Assembled Auxiliary Electrode","year":2019,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"OTI Lumionics (Canada)","funders":"","keywords":"AMOLED; Materials science; Electrode; Optoelectronics; Fabrication; Cathode; OLED; Drop (telecommunication); Nanotechnology; Layer (electronics); Active matrix; Computer science; Electrical engineering; Chemistry; Engineering; Telecommunications","authors":[{"name":"Zhibin Wang","is_ca":true},{"name":"Yi‐Lu Chang","is_ca":true},{"name":"Qi Wang","is_ca":true},{"name":"Yingjie Zhang","is_ca":true},{"name":"Jacky Qiu","is_ca":true},{"name":"Michael G. Helander","is_ca":true},{"name":"Yi‐Hsiang Huang","is_ca":false},{"name":"Wei‐Lung Tsai","is_ca":false},{"name":"Kuan‐Ting Chen","is_ca":false},{"name":"Jia-Chong Ho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004077128237660398,"gpt":0.1877393656187841,"spread":0.1836622373811237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001558692,0.0002205725,0.000229568,0.0003592396,0.0002951647,0.0007070707,0.0004210897,0.0004389742,0.008705145],"category_scores_gemma":[0.0002184142,0.0001714984,0.0002166341,0.0002037257,0.0001639413,0.0003804231,0.000257334,0.0005801144,0.003521674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408779,"about_ca_system_score_gemma":0.0001796526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004233569,"about_ca_topic_score_gemma":0.0009463536,"domain_scores_codex":[0.9998796,0.000007619528,0.00000471049,0.00001747832,0.00006905016,0.00002153876],"domain_scores_gemma":[0.999874,0.00002162742,0.0000132182,0.00001550299,0.00004715553,0.00002846913],"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":[0.0001122122,0.00006324012,0.0003633475,0.0001181465,0.00001466338,0.0007179092,0.00006887168,0.00009908721,0.935069,0.001410533,0.04005511,0.02190781],"study_design_scores_gemma":[0.00002729783,0.0002159365,0.003815016,0.00001845578,0.00002805471,0.0009127885,0.00003498625,0.002122683,0.7822487,0.0001888671,0.2103519,0.00003540497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4853254,0.006397921,0.1464535,0.006254188,0.0116894,0.0005331638,0.005128581,0.008240642,0.3299772],"genre_scores_gemma":[0.6204796,0.003201534,0.05665012,0.001327392,0.001455868,0.000158179,0.003657033,0.001414877,0.3116553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008705145,"threshold_uncertainty_score":0.02912158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019192372","doi":"10.1889/1.3500617","title":"58.5L: <i>Late‐News Paper</i> : Full HD 3D Display using Stripe‐patterned Quarter‐wave Retarder Array and Retardation‐switching Glasses","year":2010,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Retarder; Perception; Materials science; Waveplate; Optoelectronics; Optics; Computer science; Psychology; Physics; Geography","authors":[{"name":"Yoshiyuki Tamura","is_ca":false},{"name":"Masahiro Oyamada","is_ca":false},{"name":"Atsushi Yoshida","is_ca":false},{"name":"Hideki Aiba","is_ca":false},{"name":"Kazushige Ohtawara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008126281654562776,"gpt":0.2273108819011275,"spread":0.2191846002465647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000152577,0.0002123592,0.0001850648,0.000477394,0.0004450275,0.0009967018,0.000319008,0.0005385312,0.1219861],"category_scores_gemma":[0.0002157907,0.0001578358,0.0001568713,0.0001693686,0.0002130693,0.0003164879,0.0002308756,0.000580703,0.02853595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004330988,"about_ca_system_score_gemma":0.0002148638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119615,"about_ca_topic_score_gemma":0.00463088,"domain_scores_codex":[0.9998941,0.00000581714,0.00000304178,0.00001011415,0.0000623302,0.000024524],"domain_scores_gemma":[0.9998335,0.00002611925,0.000007010678,0.00001601521,0.00008108402,0.00003634864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004686047,0.0001096385,0.001054189,0.0001463975,0.0000141155,0.0006966785,0.00009610225,0.0002372073,0.1867392,0.003943927,0.7156407,0.09085333],"study_design_scores_gemma":[0.00006006206,0.0002009121,0.009054281,0.0000421143,0.00001431362,0.000615242,0.00007179273,0.002803893,0.1653503,0.0005245202,0.8212042,0.00005840143],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06102249,0.001143858,0.02723099,0.004935248,0.006869746,0.000235313,0.006823417,0.01322674,0.8785121],"genre_scores_gemma":[0.1237646,0.0005517487,0.008183422,0.0011178,0.0009881019,0.00005895909,0.003215998,0.001168344,0.8609512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1219861,"threshold_uncertainty_score":0.4080843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103129280","doi":"10.1002/j.2168-0159.2014.tb00133.x","title":"36.1: Wide Field of View Compressive Light Field Display using a Multilayer Architecture and Tracked Viewers","year":2014,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":7,"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; University of North Carolina at Chapel Hill; Samsung; National Research Foundation Singapore","keywords":"Computer science; Light field; Field (mathematics); Computer graphics (images); Field of view; Software; Computer vision; Depth of field; Artificial intelligence; Mathematics","authors":[{"name":"Andrew Maimone","is_ca":false},{"name":"Renjie Chen","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":0.005740888076077344,"gpt":0.2410166335169992,"spread":0.2352757454409218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001269969,0.0003062057,0.0001974132,0.0002303995,0.0002214628,0.0005809402,0.0003774058,0.0002823079,0.003422299],"category_scores_gemma":[0.0002594804,0.0001650522,0.0002230562,0.00015816,0.0001711067,0.0004705247,0.0003986569,0.0003230162,0.0004539038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753718,"about_ca_system_score_gemma":0.0002663268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002405324,"about_ca_topic_score_gemma":0.003074053,"domain_scores_codex":[0.9999177,0.000008124416,0.000004229904,0.00001247071,0.00003784755,0.0000196191],"domain_scores_gemma":[0.999868,0.00002523086,0.00001876105,0.00002229692,0.00003649245,0.00002924682],"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":[0.000295982,0.0001294334,0.00176362,0.00008898295,0.00003099211,0.0004827261,0.0002066309,0.006734315,0.9387958,0.004007886,0.004928124,0.04253547],"study_design_scores_gemma":[0.0001476205,0.001206456,0.01153766,0.00006691366,0.00009397597,0.00148535,0.0001718953,0.1704155,0.77338,0.001342586,0.03993794,0.0002141127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8468891,0.0004027224,0.125534,0.0007106207,0.0001644288,0.0001027083,0.0005482931,0.003803173,0.02184496],"genre_scores_gemma":[0.9022899,0.0002329832,0.08598744,0.0001506139,0.00003341718,0.00004177136,0.0002565543,0.0001318589,0.01087538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003422299,"threshold_uncertainty_score":0.01144868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807162409","doi":"10.1002/sdtp.12321","title":"61‐1: Form Birefringence‐Based Achromatic Quarter‐Wave Film for Anti‐Reflection of OLEDs","year":2018,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Achromatic lens; Birefringence; Optics; Reflection (computer programming); Materials science; Wavelength; OLED; Quarter (Canadian coin); Optoelectronics; Coating; Thin film; Waveplate; Physics; Layer (electronics); Nanotechnology; Computer science","authors":[{"name":"Masanao Goto","is_ca":false},{"name":"Goro Suzaki","is_ca":false},{"name":"Shigetaka Toriyama","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01855626546411687,"gpt":0.2759441337024929,"spread":0.257387868238376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000875312,0.0002819999,0.0002575053,0.000276096,0.0002427052,0.0004088616,0.00043793,0.0003976543,0.00282532],"category_scores_gemma":[0.0001426122,0.0002507111,0.0001483876,0.0001439361,0.0002008907,0.0004163726,0.0001874402,0.0003790847,0.000911154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249683,"about_ca_system_score_gemma":0.0001485277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004482021,"about_ca_topic_score_gemma":0.0005816483,"domain_scores_codex":[0.9998925,0.000005895205,0.000007244301,0.00002115748,0.00005105704,0.00002217923],"domain_scores_gemma":[0.9999242,0.00001123018,0.00001901305,0.00001203426,0.00002045639,0.0000129629],"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":[0.00002274258,0.00001261176,0.00008567976,0.0000382944,0.000002321203,0.00006077888,0.00001309523,0.00006082852,0.9955231,0.0002487848,0.0001732818,0.003758426],"study_design_scores_gemma":[0.00001387531,0.0001641417,0.001236778,0.000005247058,0.000008644231,0.0003256351,0.000009237072,0.001018772,0.9909893,0.00004513136,0.006174836,0.000008453141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408753,0.003061217,0.01681435,0.0003965004,0.0002668683,0.00007411337,0.0003059404,0.0005927885,0.03761297],"genre_scores_gemma":[0.9660009,0.001783716,0.0187651,0.0001102944,0.00005086768,0.00003156919,0.0002270982,0.00008807665,0.0129424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00282532,"threshold_uncertainty_score":0.009451628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996558922","doi":"10.1002/j.2168-0159.2012.tb06110.x","title":"P‐153L: <i>Late‐News Poster</i> : Vacuum Deposition of OLEDs with Feature Sizes ≤ 20um Using a Contact Shadow Mask Patterned In‐situ by Laser Ablation","year":2012,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"OLED; Materials science; Shadow mask; Anode; Layer (electronics); Optoelectronics; Electrode; Laser ablation; Laser; Optics; Composite material; Nanotechnology; Chemistry","authors":[{"name":"Yoshitaka Kajiyama","is_ca":true},{"name":"Qi Wang","is_ca":true},{"name":"Koichi Kajiyama","is_ca":false},{"name":"Syuji Kudo","is_ca":false},{"name":"Hany Aziz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006193170809190662,"gpt":0.2222428045633343,"spread":0.2160496337541437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000536141,0.0001585747,0.0001555362,0.0001161357,0.0001201171,0.0002782802,0.0002578581,0.0001993511,0.002877717],"category_scores_gemma":[0.00007766362,0.0001076099,0.0001453687,0.0001121867,0.00009284638,0.0001743406,0.0001468156,0.0001533119,0.0005708429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156082,"about_ca_system_score_gemma":0.00007537957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002904969,"about_ca_topic_score_gemma":0.0004531099,"domain_scores_codex":[0.9999493,0.000002945588,0.000002580751,0.000009180552,0.00002542681,0.00001057891],"domain_scores_gemma":[0.9999601,0.000008438815,0.00001094355,0.000005743412,0.000009891902,0.000004945335],"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":[0.00001750047,0.000006572334,0.00007636422,0.00003406118,0.000002014245,0.0000563234,0.000007868402,0.00003433566,0.9979532,0.00004676027,0.0003209298,0.001444023],"study_design_scores_gemma":[0.000002710066,0.00005605054,0.001107166,0.00000211206,0.000003458475,0.00007617852,0.000008975376,0.0005267732,0.9952272,0.0000107051,0.002975665,0.000002948681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769761,0.001533897,0.008871069,0.0001961002,0.0002118388,0.00003164284,0.000571198,0.0003932905,0.01121479],"genre_scores_gemma":[0.9766747,0.0009225626,0.008181683,0.00007443474,0.00004936807,0.00002683246,0.0004669082,0.0001103153,0.01349324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002877717,"threshold_uncertainty_score":0.009626925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971621700","doi":"10.1889/1.1832940","title":"20.3: Visual Search Performance on LCD and CRT Displays: An Experimental Comparison","year":2000,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Compute Canada","keywords":"Liquid-crystal display; Cathode ray tube; Clutter; Computer graphics (images); Visual search; Computer science; Computer vision; Artificial intelligence; Radar; Telecommunications","authors":[{"name":"Justin G. Hollands","is_ca":false},{"name":"Sharon McFadden","is_ca":false},{"name":"H. A. Cassidy","is_ca":false},{"name":"Robyn Boothby","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01876421790827964,"gpt":0.3328104527198844,"spread":0.3140462348116048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008124947,0.0004475287,0.0003960381,0.0004948822,0.0002379393,0.0004537801,0.0002021429,0.0005981375,0.006088812],"category_scores_gemma":[0.004204565,0.000200277,0.0002166264,0.0001763237,0.0002967618,0.000481618,0.0003045546,0.0001856437,0.0009264281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430924,"about_ca_system_score_gemma":0.0001351018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008270949,"about_ca_topic_score_gemma":0.0006586962,"domain_scores_codex":[0.9996086,0.00008886038,0.00004841292,0.00007888527,0.0001170436,0.00005827306],"domain_scores_gemma":[0.9972144,0.001564545,0.0003030507,0.0001756114,0.0003325477,0.0004100159],"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":[0.09153575,0.01297034,0.3131809,0.0006959538,0.0004948196,0.0009051064,0.005201452,0.0009922649,0.4876523,0.0004332809,0.002095275,0.0838426],"study_design_scores_gemma":[0.0009113249,0.01614028,0.9667576,0.00002142462,0.00008506297,0.0004179661,0.0003187835,0.00114728,0.01327092,0.0001550493,0.0007321277,0.00004217477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991346,0.00005352945,0.00007900653,0.000008189842,0.000004796055,0.00001575718,0.00006768759,0.000006725316,0.0006297166],"genre_scores_gemma":[0.9986857,0.00004295239,0.0001983598,0.00004089624,0.00001541013,0.00004975998,0.0002072439,0.000007905629,0.0007518714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006088812,"threshold_uncertainty_score":0.02036917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947362700","doi":"10.1002/sdtp.12843","title":"3‐4: Stereoscopic Image Quality Assessment","year":2019,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Qualcomm (Canada); York University","funders":"Ontario Centres of Excellence","keywords":"Stereoscopy; Image quality; Computer science; Computer vision; Quality (philosophy); Artificial intelligence; Geology; Image (mathematics); Philosophy; Epistemology","authors":[{"name":"Domenic Au","is_ca":true},{"name":"Sanjida Sharmin Mohona","is_ca":true},{"name":"Matthew Cutone","is_ca":true},{"name":"Yuqian Hou","is_ca":true},{"name":"James Goel","is_ca":true},{"name":"Natan Jacobson","is_ca":false},{"name":"Robert S. Allison","is_ca":true},{"name":"Laurie M. Wilcox","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01715466027986392,"gpt":0.3228706819492851,"spread":0.3057160216694212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008982359,0.0005001973,0.0003586771,0.00199425,0.0003083101,0.0006766882,0.0004441502,0.0006860877,0.009746261],"category_scores_gemma":[0.001864845,0.000145684,0.000520304,0.0007650845,0.0003261415,0.0004295085,0.0005927444,0.0003880966,0.001161188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132232,"about_ca_system_score_gemma":0.0002923841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002949369,"about_ca_topic_score_gemma":0.00244148,"domain_scores_codex":[0.9991409,0.00009887687,0.00006557113,0.00006135863,0.0005526065,0.00008055946],"domain_scores_gemma":[0.9984425,0.0002280302,0.0001113253,0.00009914085,0.001033958,0.00008516607],"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":[0.00170684,0.0002581785,0.02580841,0.0006407938,0.0001265895,0.0005687794,0.0003860979,0.005279697,0.8129697,0.0008463795,0.0023741,0.1490345],"study_design_scores_gemma":[0.0001037913,0.00253805,0.2218243,0.000102616,0.0002352946,0.003415179,0.0003515477,0.04810259,0.7146052,0.0008162116,0.007681296,0.0002240367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7947406,0.0007204166,0.1792399,0.0001474475,0.0001197272,0.00105982,0.00346474,0.001929321,0.01857808],"genre_scores_gemma":[0.921026,0.000440842,0.0653028,0.0001369626,0.00003524696,0.0003586127,0.00227371,0.0003007399,0.01012502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009746261,"threshold_uncertainty_score":0.03260446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806245989","doi":"10.1002/sdtp.12154","title":"P‐31: A Statistical Paradigm for Assessment of Subjective Image Quality Results","year":2018,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Image and Signal Denoising Methods","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":"Qualcomm (Canada); York University","funders":"","keywords":"Codec; Computer science; Selection (genetic algorithm); Quality (philosophy); Image quality; Artificial intelligence; Machine learning; Image (mathematics); Data mining; Telecommunications","authors":[{"name":"Matthew Cutone","is_ca":true},{"name":"Marc Dalecki","is_ca":false},{"name":"James Goel","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":0.03242513996299233,"gpt":0.3716313176160926,"spread":0.3392061776531002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02345884,0.001364606,0.0008853235,0.003732126,0.001258167,0.002724913,0.001608513,0.001378676,0.009964115],"category_scores_gemma":[0.05534513,0.0005656136,0.001310359,0.002579377,0.003108896,0.002337185,0.002899535,0.003016787,0.002788636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000899608,"about_ca_system_score_gemma":0.002331044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009826078,"about_ca_topic_score_gemma":0.001897492,"domain_scores_codex":[0.9854867,0.006021385,0.001629113,0.001502366,0.005051339,0.0003090017],"domain_scores_gemma":[0.9640176,0.01944792,0.002835263,0.004870832,0.008270589,0.0005577924],"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":[0.001355645,0.0004925616,0.012228,0.002658317,0.0003178243,0.0005767681,0.002997872,0.01221632,0.1001519,0.1933473,0.03704724,0.6366102],"study_design_scores_gemma":[0.0005183717,0.006010749,0.06933773,0.001593199,0.0003806081,0.004106585,0.002439089,0.1876927,0.1018663,0.3821485,0.2429765,0.000929755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004898356,0.0001282288,0.9853212,0.0001715705,0.0001085597,0.0009474679,0.0007096683,0.001316416,0.006398528],"genre_scores_gemma":[0.05141722,0.000218931,0.939141,0.0002341195,0.00008584557,0.005013004,0.0008500329,0.0007375835,0.002302212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02345884,"threshold_uncertainty_score":0.1240637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947855172","doi":"10.1002/sdtp.12967","title":"36‐3: Tablet‐size eTIR Display for Low‐power ePaper Applications with Color Video Capability","year":2019,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","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":"CLEARink (Canada)","funders":"","keywords":"Monochrome; Computer science; Brightness; Full color; Computer graphics (images); Computer vision; Artificial intelligence; Materials science; Optics; Optoelectronics","authors":[{"name":"R.J. Fleming","is_ca":false},{"name":"Peter T. Kazlas","is_ca":false},{"name":"Thomas Johansson","is_ca":true},{"name":"Graham Beales","is_ca":true},{"name":"Eeshita Manna","is_ca":false},{"name":"Vivek Porush","is_ca":false},{"name":"James Han","is_ca":false},{"name":"Jan Mennen","is_ca":false},{"name":"Jo Aubert","is_ca":false},{"name":"Toru Sakai","is_ca":false},{"name":"Michiel Callens","is_ca":false},{"name":"Bram Sadlik","is_ca":true},{"name":"Blake Holman","is_ca":false},{"name":"Scott Ferguson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00214832531387235,"gpt":0.190565095058726,"spread":0.1884167697448536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001137313,0.0003829147,0.0002885297,0.0002828646,0.0002415271,0.0004694043,0.000686075,0.000408723,0.03110587],"category_scores_gemma":[0.0002054891,0.0001986585,0.0002923345,0.0002109072,0.0001379654,0.000480386,0.00031618,0.0005131424,0.00901396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557244,"about_ca_system_score_gemma":0.0001435403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007012386,"about_ca_topic_score_gemma":0.001054427,"domain_scores_codex":[0.9998962,0.000007567434,0.000005195792,0.00001992455,0.00005278159,0.00001823177],"domain_scores_gemma":[0.9999155,0.00001829245,0.000009511944,0.00001802071,0.00001980116,0.00001889884],"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":[0.0004157529,0.0001424183,0.0004438537,0.0001868437,0.00001287653,0.0006375373,0.00008578393,0.0006370299,0.9328737,0.001350238,0.0160013,0.04721264],"study_design_scores_gemma":[0.0001406596,0.0009255731,0.008771724,0.00003583552,0.0000444746,0.003887406,0.00007050947,0.01416381,0.8386507,0.0003549534,0.1328347,0.0001194987],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6151056,0.001679817,0.1839769,0.001587182,0.0005494006,0.0006890199,0.00533257,0.02509276,0.1659867],"genre_scores_gemma":[0.7218748,0.001018771,0.1572242,0.0005919516,0.0001410002,0.0002077464,0.003304526,0.001121729,0.1145151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03110587,"threshold_uncertainty_score":0.1040595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165458244","doi":"10.1889/1.1830848","title":"P‐83: Grey Scale Control of TIR Using Electrophoresis of Sub‐Optical Pigment Particles","year":2002,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":5,"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":"Grey scale; Refractive index; Reflection (computer programming); Total internal reflection; Electrophoresis; Optics; Reflectivity; Scattering; Pigment; Materials science; Scale (ratio); Light scattering; Chemistry; Physics; Computer science; Chromatography; Artificial intelligence","authors":[{"name":"Michele Mossman","is_ca":true},{"name":"Lorne Whitehead","is_ca":true},{"name":"Shupei Rao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006630139957417141,"gpt":0.1872433966023394,"spread":0.1806132566449222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003135172,0.0002551283,0.0002616761,0.0001569927,0.0001924417,0.0005038519,0.0004412689,0.0003028686,0.001646939],"category_scores_gemma":[0.0004150241,0.000172226,0.0001882189,0.0001088543,0.0006064184,0.0003474173,0.0004547373,0.0005801091,0.0007556796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635256,"about_ca_system_score_gemma":0.0002096615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000410227,"about_ca_topic_score_gemma":0.0004952755,"domain_scores_codex":[0.9998329,0.00002039019,0.000008908343,0.000045275,0.00006090465,0.00003164414],"domain_scores_gemma":[0.9997376,0.00009086129,0.00005038879,0.00004409144,0.00003792904,0.00003910934],"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":[0.00003754799,0.000008407576,0.0000296742,0.00001360288,0.00000167171,0.00003638006,0.00002719948,0.0001812093,0.9971119,0.0002918892,0.0001054267,0.002155114],"study_design_scores_gemma":[0.00001247179,0.00005146236,0.0003695549,0.000001680447,0.00000342532,0.00006956247,0.00001242943,0.004384357,0.9936808,0.0001150182,0.001290776,0.0000084544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161716,0.0007016585,0.0707655,0.0003917712,0.0001421559,0.00006697384,0.00013118,0.001606398,0.01002277],"genre_scores_gemma":[0.9664699,0.0003913422,0.02664395,0.000115717,0.00001850975,0.00003667039,0.00008142271,0.0001934746,0.006048814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001646939,"threshold_uncertainty_score":0.005509555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972902000","doi":"10.1889/1.3256671","title":"P‐165: Highly Efficient Ink‐Jet Printed Small Molecular Phosphorescent OLEDs","year":2009,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Organic Light-Emitting Diodes Research","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":"Bayer Canada","keywords":"OLED; Phosphorescence; Materials science; Luminance; Inkwell; Optoelectronics; Layer (electronics); Dissolution; Composite number; Nanotechnology; Optics; Chemistry; Fluorescence; Composite material; Physics; Organic chemistry","authors":[{"name":"Mi‐Na Kim","is_ca":false},{"name":"Chan Hyuk Park","is_ca":false},{"name":"Mi‐Young Han","is_ca":false},{"name":"Young In Lee","is_ca":false},{"name":"In Seok Cho","is_ca":false},{"name":"Cheol-Kyu Choi","is_ca":false},{"name":"Young Hun Seo","is_ca":false},{"name":"G. S. Cho","is_ca":false},{"name":"Byoungchoo Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005116582079122996,"gpt":0.2126105740217264,"spread":0.2074939919426034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009796237,0.0002435884,0.0001043804,0.000130574,0.00007040276,0.0003502903,0.0001822515,0.0002480699,0.0009993821],"category_scores_gemma":[0.0001585216,0.0001042443,0.0001151205,0.00007682609,0.0001326128,0.0002118537,0.0001298302,0.0002191429,0.0004575099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139943,"about_ca_system_score_gemma":0.00007459164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002031593,"about_ca_topic_score_gemma":0.0002685983,"domain_scores_codex":[0.9999235,0.00000893638,0.00000387274,0.00001519408,0.00003449518,0.00001414578],"domain_scores_gemma":[0.9999623,0.0000106012,0.000009260753,0.000002318582,0.000007820963,0.000007638597],"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":[0.00001709827,0.000008256001,0.00003055975,0.00002987744,0.00000153232,0.00005847242,0.00000740539,0.00008490438,0.9985616,0.00008365433,0.00005558488,0.001061011],"study_design_scores_gemma":[0.00001096226,0.00006827084,0.0004598608,0.000002437727,0.000003599067,0.00008726745,0.000005700307,0.0007865389,0.9974245,0.0000203548,0.00112773,0.000002932093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860604,0.0008883018,0.008024373,0.00005011719,0.00005687232,0.00002190565,0.000153168,0.0003043911,0.004440486],"genre_scores_gemma":[0.9928336,0.0002112817,0.003983534,0.00002064922,0.000006700625,0.000006810592,0.00009274219,0.00003536874,0.002809247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009993821,"threshold_uncertainty_score":0.003343284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283654945","doi":"10.1002/sdtp.15426","title":"10‐2: <i>Student Paper:</i> Dual‐Driver Pixel Circuit and Associated Drivers for Low‐Power OLEDoS Microdisplays","year":2022,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Semiconductor Lasers and Optical Devices","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":"University of Waterloo","funders":"","keywords":"Power consumption; Power (physics); Dual (grammatical number); Pixel; Computer science; Reduction (mathematics); Ultra low power; Electrical engineering; Computer graphics (images); Computer hardware; Automotive engineering; Engineering; Artificial intelligence; Physics; Mathematics; Art","authors":[{"name":"Sheida Gohardehi","is_ca":true},{"name":"Manoj Sachdev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005368366072409396,"gpt":0.1996972293560576,"spread":0.1943288632836482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001583041,0.0002192837,0.0001133557,0.0002014893,0.0003037772,0.0005445887,0.0004871159,0.0003324787,0.01661605],"category_scores_gemma":[0.0003169562,0.0001509625,0.0001094464,0.0001126333,0.0001442461,0.0004364018,0.0002196577,0.0003617963,0.003225853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003851369,"about_ca_system_score_gemma":0.0003108757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004134057,"about_ca_topic_score_gemma":0.001495168,"domain_scores_codex":[0.9998989,0.000008074573,0.000004418548,0.00002300129,0.00004809216,0.00001754494],"domain_scores_gemma":[0.9998093,0.00003079046,0.00001568175,0.00001581879,0.00009564021,0.00003277284],"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":[0.0003905629,0.0002132602,0.002482135,0.0001850231,0.00002202827,0.000258267,0.0001860749,0.0005049497,0.8508965,0.005554241,0.02884629,0.1104607],"study_design_scores_gemma":[0.00003391641,0.0004871467,0.003463723,0.00001016487,0.00001681944,0.0005914273,0.00004000842,0.006136874,0.910892,0.0002708777,0.07803249,0.00002468034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6557106,0.001385685,0.2017104,0.00267543,0.002251676,0.000421266,0.001004656,0.006159686,0.1286805],"genre_scores_gemma":[0.6917093,0.0005146397,0.05997377,0.0003744458,0.0003417264,0.0001078189,0.0006873641,0.0005701294,0.2457209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01661605,"threshold_uncertainty_score":0.05558622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620895479","doi":"10.1002/sdtp.11574","title":"8‐3: <i>Invited Paper</i> : Light Steering Projection Systems and Attributes for HDR Displays","year":2017,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":5,"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":"Gamut; Luminance; Computer science; Computer graphics (images); Projector; Brightness; Computer vision; Chromatic scale; Backlight; Artificial intelligence; Digital Light Processing; Optics; Liquid-crystal display; Physics","authors":[{"name":"Gerwin Damberg","is_ca":true},{"name":"Ronan Boitard","is_ca":true},{"name":"Anders Ballestad","is_ca":true},{"name":"Wolfgang Heidrich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01307581913151583,"gpt":0.2637529690597813,"spread":0.2506771499282655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001507822,0.0006084301,0.0002531151,0.0009306574,0.001305451,0.004632813,0.001387539,0.002576765,0.03081321],"category_scores_gemma":[0.001719692,0.0003045125,0.0004653657,0.0009510915,0.0009089027,0.002942927,0.001189151,0.002796309,0.01212075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870142,"about_ca_system_score_gemma":0.0008717485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003096333,"about_ca_topic_score_gemma":0.00560869,"domain_scores_codex":[0.9990034,0.0001495859,0.00004089178,0.0001942793,0.0004844171,0.0001275242],"domain_scores_gemma":[0.9990853,0.0001539656,0.00004041607,0.00006527263,0.0005106457,0.0001444041],"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":[0.0001346444,0.0000696466,0.0006547471,0.000475275,0.00001215317,0.0003393099,0.0005797724,0.0004186762,0.01615374,0.03914616,0.7886992,0.1533167],"study_design_scores_gemma":[0.000005922649,0.00006543548,0.0006400775,0.0001027575,0.000005956397,0.0002251151,0.0001566963,0.0004316765,0.005019716,0.001432499,0.991888,0.00002627349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0194518,0.05372586,0.07418597,0.06482598,0.07444457,0.0009138656,0.001849339,0.003306012,0.7072966],"genre_scores_gemma":[0.09876519,0.02864041,0.02634732,0.01114869,0.01782163,0.0003314,0.001610924,0.001602601,0.8137318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03081321,"threshold_uncertainty_score":0.1030805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028559162","doi":"10.1889/1.3069850","title":"65.3: Next Generation of Frame‐Rate Conversion Algorithm","year":2008,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Industrial Vision Systems and Defect Detection","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":"Advanced Micro Devices (Canada)","funders":"","keywords":"Computer science; Frame (networking); Frame rate; Quality (philosophy); Algorithm; Computer engineering; Real-time computing; Telecommunications; Artificial intelligence","authors":[{"name":"Quang Dam Le","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03383514993130998,"gpt":0.2230711535105613,"spread":0.1892360035792513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069087,0.0006055639,0.0006886983,0.001391347,0.000578324,0.001367724,0.00117767,0.001187548,0.01420129],"category_scores_gemma":[0.001768625,0.0002466944,0.000627632,0.0008803604,0.0004681951,0.001187985,0.0007004591,0.001017062,0.005815511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006791597,"about_ca_system_score_gemma":0.00126179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003775871,"about_ca_topic_score_gemma":0.002725563,"domain_scores_codex":[0.9993056,0.00009832161,0.00005409863,0.000117398,0.0003238951,0.0001007188],"domain_scores_gemma":[0.9994928,0.00008406688,0.00002862131,0.00009582718,0.0002673495,0.00003131061],"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":[0.0004461522,0.0001775983,0.001918136,0.0001662624,0.00007382903,0.0001647501,0.0001453456,0.0379058,0.03673629,0.05303909,0.02829772,0.8409289],"study_design_scores_gemma":[0.0001523035,0.000129504,0.001719591,0.00007423772,0.00005279652,0.0005135933,0.00004352497,0.8899679,0.03558219,0.01406705,0.05764085,0.00005645068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01702617,0.001175606,0.9611551,0.0004659249,0.0004080576,0.0001540316,0.000132576,0.003630031,0.01585241],"genre_scores_gemma":[0.1281431,0.0006992898,0.8493947,0.000413885,0.000170607,0.0002492166,0.0007696862,0.0004075756,0.01975209],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01420129,"threshold_uncertainty_score":0.047508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064051967","doi":"10.1002/j.2168-0159.2014.tb00114.x","title":"31.4: Standardization of Speckle Measurement for Large Screen Laser Illuminated Video Projection Systems","year":2014,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Advanced Optical Imaging 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":"Christie (Canada)","funders":"","keywords":"Speckle pattern; Projection (relational algebra); Standardization; Laser; Optics; Measure (data warehouse); Computer science; Speckle noise; Image quality; Artificial intelligence; Computer vision; Laser light; Image (mathematics); Physics; Algorithm; Data mining","authors":[{"name":"Terry C. Schmidt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01057400395271587,"gpt":0.2289418141926215,"spread":0.2183678102399056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01467781,0.0007038118,0.0006328588,0.003109659,0.001056248,0.001726016,0.00163013,0.0008455789,0.00627088],"category_scores_gemma":[0.02055033,0.0006317014,0.0004324913,0.002023659,0.001041387,0.001255064,0.001306945,0.0007275029,0.003198531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173337,"about_ca_system_score_gemma":0.002069939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338951,"about_ca_topic_score_gemma":0.003072097,"domain_scores_codex":[0.9875637,0.003342307,0.001583164,0.0008551892,0.006333433,0.0003221684],"domain_scores_gemma":[0.9779428,0.00315044,0.001344558,0.006138531,0.01111126,0.0003125563],"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":[0.001299918,0.0006057096,0.03048321,0.0009770872,0.0001306641,0.0004187593,0.001473442,0.01096431,0.5326524,0.007832678,0.01003862,0.4031232],"study_design_scores_gemma":[0.0001811426,0.002152777,0.07787546,0.000258622,0.0001328719,0.001474447,0.000494863,0.03876455,0.8315015,0.001778055,0.04512718,0.0002586435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1864594,0.00077059,0.7801053,0.000374901,0.0003858828,0.001867212,0.001194546,0.01201934,0.0168229],"genre_scores_gemma":[0.4777249,0.0003885755,0.5108829,0.0001480804,0.00006132388,0.0009481516,0.001830892,0.001552043,0.006463111],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01467781,"threshold_uncertainty_score":0.07762462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976576857","doi":"10.1889/1.2433289","title":"46.1: <i>Invited Paper</i> : a‐Si for AMOLED — Meeting the Performance and Cost Demands of Display Applications (Cell Phone to HDTV)","year":2006,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":4,"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":"AMOLED; Phone; High-definition television; Computer science; Multimedia; Computer graphics (images); Computer hardware; Materials science; Telecommunications; Nanotechnology; Active matrix; Thin-film transistor; Layer (electronics)","authors":[{"name":"Arokia Nathan","is_ca":true},{"name":"Stefan Alexander","is_ca":true},{"name":"Ruiqi Huang","is_ca":true},{"name":"Denis Striakhilev","is_ca":true},{"name":"Corbin Church","is_ca":true},{"name":"Paul Arsenault","is_ca":true},{"name":"Shahin Jafarabadi Ashtiani","is_ca":true},{"name":"Reza Chaji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003643906741327221,"gpt":0.1873845610058097,"spread":0.1837406542644824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005323336,0.0007634007,0.0003382952,0.0005788353,0.001600991,0.00224346,0.0004893906,0.002955121,0.0333721],"category_scores_gemma":[0.000491534,0.0002507989,0.0005034116,0.0003049172,0.0004102165,0.0006663657,0.000390908,0.00136733,0.01598118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523368,"about_ca_system_score_gemma":0.0008373672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190454,"about_ca_topic_score_gemma":0.00558754,"domain_scores_codex":[0.9996519,0.00003367529,0.00001187951,0.00007227319,0.0001469641,0.00008332345],"domain_scores_gemma":[0.9996704,0.00004945197,0.00001285647,0.00001325917,0.0001598112,0.0000941881],"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":[0.000390994,0.00007519002,0.0004167501,0.0003003276,0.00001836437,0.000815318,0.000119842,0.0003004998,0.03269339,0.007491314,0.9195167,0.03786143],"study_design_scores_gemma":[0.00002679879,0.0001802379,0.001106677,0.00007007144,0.00001486156,0.0003319603,0.00009731668,0.0006583511,0.01829253,0.001342716,0.977852,0.00002643368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02663844,0.03922083,0.01377553,0.06572474,0.1956274,0.001194161,0.001564563,0.001286957,0.6549673],"genre_scores_gemma":[0.0652868,0.007877368,0.003224475,0.005092619,0.0196257,0.0001630671,0.0007225756,0.000376962,0.8976304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0333721,"threshold_uncertainty_score":0.1116408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073603868","doi":"10.1002/j.2168-0159.2014.tb00167.x","title":"44.4L: <i>Late‐News Paper</i>: Large Area Display Backplane Using Embedded Single‐Crystal Silicon Particles","year":2014,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":4,"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":"Mitacs","keywords":"Backplane; Materials science; Optoelectronics; Silicon; Scalability; OLED; Crystal (programming language); Thin-film transistor; Computer science; Nanotechnology; Computer hardware","authors":[{"name":"D. R. Dykaar","is_ca":false},{"name":"Behzad Esfandiarpour","is_ca":true},{"name":"Feng Chen","is_ca":true},{"name":"Simon Guthrie","is_ca":true},{"name":"G.N. Hill","is_ca":true},{"name":"John Vieth","is_ca":true},{"name":"Siva Sivoththaman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01065945328650043,"gpt":0.2073072054818667,"spread":0.1966477521953663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001430247,0.0001481356,0.0001367826,0.0002259677,0.000674482,0.0008953754,0.0002278047,0.000450835,0.02108132],"category_scores_gemma":[0.0001247862,0.00009814178,0.0001570956,0.0001065126,0.0002219258,0.0002829061,0.000202785,0.0004330911,0.003562321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005175753,"about_ca_system_score_gemma":0.000294753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001669125,"about_ca_topic_score_gemma":0.003387774,"domain_scores_codex":[0.999921,0.000004044202,0.000002636745,0.00001003711,0.00004165278,0.00002070917],"domain_scores_gemma":[0.9999161,0.00002008314,0.00000708071,0.000009374059,0.00002845111,0.00001896887],"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":[0.0003200134,0.0001284726,0.00136338,0.0001486574,0.00002006898,0.0009401561,0.0001279876,0.0003109485,0.898039,0.003010114,0.07629485,0.01929646],"study_design_scores_gemma":[0.00003751708,0.0002236133,0.004704538,0.0000122813,0.00001254414,0.0002829277,0.00007409823,0.001467454,0.8643108,0.0002334618,0.1286215,0.00001925924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.610664,0.002820057,0.01446058,0.008907705,0.004128518,0.0003024681,0.004906579,0.002716972,0.3510932],"genre_scores_gemma":[0.8442611,0.0008387865,0.007807207,0.001001396,0.0004494826,0.00006689515,0.002045837,0.0003559045,0.1431734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02108132,"threshold_uncertainty_score":0.0705241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115980065","doi":"10.1889/1.3499951","title":"P‐38: Unique Electrical Measurement Technology for Compensation, Inspection, and Process Diagnostics of AMOLED HDTV","year":2010,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":4,"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":"AMOLED; Backplane; Compensation (psychology); OLED; Thin-film transistor; Mura; Process (computing); High-definition television; Computer science; Factory (object-oriented programming); Materials science; Electrical engineering; Computer hardware; Liquid-crystal display; Engineering; Optoelectronics; Telecommunications; Active matrix; Nanotechnology","authors":[{"name":"Stefan Alexander","is_ca":true},{"name":"G. Reza Chaji","is_ca":true},{"name":"J. Marcel Dionne","is_ca":true},{"name":"Corbin Church","is_ca":true},{"name":"John W. Hamer","is_ca":false},{"name":"Arokia Nathan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008361492299219864,"gpt":0.2272362526533627,"spread":0.2188747603541429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005138881,0.0004160842,0.0003816234,0.0008472493,0.0004795621,0.0005926173,0.0009132356,0.0007008283,0.003662577],"category_scores_gemma":[0.0009365228,0.0003616223,0.0002046292,0.0004891556,0.0006893316,0.001023975,0.0006859024,0.0008557951,0.001375968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006349322,"about_ca_system_score_gemma":0.0004860261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004232753,"about_ca_topic_score_gemma":0.0006299261,"domain_scores_codex":[0.9990151,0.00007913914,0.00003688182,0.0002092289,0.000593978,0.00006553824],"domain_scores_gemma":[0.9994741,0.00007644072,0.00009359257,0.000105921,0.0001936893,0.00005622915],"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":[0.0001122856,0.00003316675,0.001120974,0.0001459464,0.00001864283,0.0003183203,0.0001560289,0.0003073685,0.9214543,0.003605773,0.003163321,0.069564],"study_design_scores_gemma":[0.00002804944,0.0002992588,0.002837661,0.00002516878,0.00002991462,0.003133585,0.00004251676,0.005515314,0.9496953,0.0007797328,0.03757093,0.00004255489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3454663,0.005305891,0.5854136,0.002443895,0.001004365,0.0003688906,0.001127672,0.007998923,0.05087043],"genre_scores_gemma":[0.8098016,0.0007433878,0.172841,0.0003613054,0.0001772191,0.0001192916,0.0002054518,0.0001978046,0.01555297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003662577,"threshold_uncertainty_score":0.01225257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048728594","doi":"10.1889/1.1830809","title":"P‐48: High Performance Dielectric Layer for Thin Film Oxide Phosphor Electroluminescent Devices","year":2002,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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; McMaster University","keywords":"Electroluminescence; Phosphor; Materials science; Optoelectronics; Layer (electronics); Electroluminescent display; Dielectric; Capacitance; Oxide; Thin film; Composite material; Nanotechnology; Electrode; Chemistry; Metallurgy","authors":[{"name":"Adrian H. Kitai","is_ca":true},{"name":"Xiaohua Deng","is_ca":true},{"name":"D. V. Stevanovic","is_ca":true},{"name":"Zhuoxi Jiang","is_ca":true},{"name":"S. Li","is_ca":true},{"name":"Niancai Peng","is_ca":true},{"name":"B. Collier","is_ca":true},{"name":"Katherine Cook","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0100989065626941,"gpt":0.2207218297146716,"spread":0.2106229231519774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001279196,0.0003738243,0.0002106289,0.0002304887,0.0001860515,0.0003287786,0.0005603539,0.0003723683,0.005943142],"category_scores_gemma":[0.0002283381,0.0002168993,0.0001787666,0.000120194,0.00009884686,0.0003129695,0.0001921639,0.0003889839,0.003154342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725681,"about_ca_system_score_gemma":0.0001513063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002599155,"about_ca_topic_score_gemma":0.0003033633,"domain_scores_codex":[0.9999079,0.000007776508,0.000004400089,0.00001822418,0.00003568172,0.00002606943],"domain_scores_gemma":[0.9999112,0.00001063151,0.00001998102,0.00001676462,0.0000194583,0.00002190797],"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":[0.00003190303,0.00002640885,0.0000943002,0.00003686392,0.000004945247,0.00009458084,0.000007237714,0.00006786199,0.9953052,0.0001547894,0.0006657656,0.003510111],"study_design_scores_gemma":[0.00005557397,0.0002875162,0.001328044,0.00001129541,0.00001394304,0.00048034,0.0000112893,0.001664796,0.9852212,0.00009144397,0.01082572,0.000008719143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251955,0.002301326,0.04329562,0.0005249112,0.0002578282,0.0002502605,0.001502866,0.003946615,0.02272502],"genre_scores_gemma":[0.959762,0.001304009,0.02675315,0.0001321686,0.00005572524,0.0001618861,0.0007720612,0.0001946256,0.0108643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005943142,"threshold_uncertainty_score":0.01988184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088996384","doi":"10.1002/sdtp.14152","title":"P‐23: A Subjective Method for Evaluating Foveated Image Quality in HMDs","year":2020,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Image and Video Quality Assessment","field":"Computer 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":"University of British Columbia","funders":"","keywords":"Computer vision; Artificial intelligence; Computer science; Headset; Fixation (population genetics); Image quality; Fixation point; Perception; Point (geometry); Computer graphics (images); Image (mathematics); Psychology; Mathematics","authors":[{"name":"Vijayaraghavan Thirumalai","is_ca":false},{"name":"Javier Ribera","is_ca":false},{"name":"Jie Xiang","is_ca":true},{"name":"Junbin Zhang","is_ca":true},{"name":"Maryam Azimi","is_ca":true},{"name":"Jalil Kamali","is_ca":false},{"name":"Panos Nasiopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05699515779591861,"gpt":0.4085100736234712,"spread":0.3515149158275526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002629423,0.0006846103,0.000394569,0.001898177,0.0003493072,0.0007244315,0.0004870085,0.0005667998,0.005151003],"category_scores_gemma":[0.006728115,0.0001998743,0.0004054105,0.0007875196,0.0004461212,0.0006947215,0.0006874445,0.0004131745,0.0008116605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002275535,"about_ca_system_score_gemma":0.0003245946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367228,"about_ca_topic_score_gemma":0.002016338,"domain_scores_codex":[0.9982541,0.0005001586,0.000149165,0.0001555161,0.0008851503,0.00005591612],"domain_scores_gemma":[0.9942359,0.002203167,0.0004798244,0.0004079479,0.002429918,0.0002432599],"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":[0.002346429,0.0005432924,0.03232373,0.001547743,0.000270984,0.0005662806,0.001143764,0.005119626,0.5820471,0.001591571,0.004485289,0.3680142],"study_design_scores_gemma":[0.0004111929,0.009067889,0.3253455,0.0003504617,0.0004955361,0.005042672,0.001382611,0.1132433,0.5267794,0.002119286,0.01503639,0.0007259041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3830246,0.001014746,0.6001846,0.0001045271,0.000171083,0.001805278,0.001834061,0.00202109,0.009840006],"genre_scores_gemma":[0.6738201,0.0005630087,0.3180754,0.000164238,0.00006955952,0.001285956,0.001030648,0.0003304975,0.00466064],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005151003,"threshold_uncertainty_score":0.01723182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062860705","doi":"10.1889/1.2720336","title":"54.1: Flexible Electrophoretic Displays with Jet‐Printed Active‐Matrix Backplanes","year":2005,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Xerox (Canada)","funders":"","keywords":"Backplane; Photolithography; Active matrix; Materials science; Flexible display; Electrophoresis; Optoelectronics; Nanotechnology; Thin-film transistor; Engineering; Electrical engineering; Chemistry","authors":[{"name":"Jürgen Daniel","is_ca":false},{"name":"Ana Claudia Arias","is_ca":false},{"name":"William S. Wong","is_ca":false},{"name":"R. Lujan","is_ca":false},{"name":"B. S. Krusor","is_ca":false},{"name":"Raj B. Apte","is_ca":false},{"name":"Michael L. Chabinyc","is_ca":false},{"name":"Alberto Salleo","is_ca":false},{"name":"R. A. Street","is_ca":false},{"name":"N. Chopra","is_ca":true},{"name":"Gabriel Iftime","is_ca":true},{"name":"Peter M. Kazmaier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003093667072854877,"gpt":0.2018045352448162,"spread":0.1987108681719613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001531613,0.0004257362,0.0003468475,0.0002621546,0.0002652495,0.0007342789,0.0005108707,0.000441595,0.003593598],"category_scores_gemma":[0.0002593426,0.0002041389,0.000284989,0.0001862915,0.0002915573,0.0004236757,0.0003958642,0.0003965879,0.0009592474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477778,"about_ca_system_score_gemma":0.0001091851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006723365,"about_ca_topic_score_gemma":0.0005110835,"domain_scores_codex":[0.9998106,0.00001380638,0.00000756958,0.00002347875,0.0001026284,0.00004190052],"domain_scores_gemma":[0.9998876,0.0000350977,0.00001890197,0.00001678947,0.00002547677,0.00001610201],"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":[0.0001183772,0.00002234404,0.0001661238,0.00006090189,0.00001035643,0.000279188,0.00005855051,0.0003636834,0.9888126,0.001140068,0.0006802597,0.008287575],"study_design_scores_gemma":[0.00001924396,0.00008432982,0.0008539392,0.00001161031,0.00001809098,0.0002715155,0.00001391107,0.001369037,0.9885095,0.0001179032,0.00871776,0.00001316682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006815,0.005277775,0.05165839,0.0006564158,0.0009616998,0.00009108447,0.0003725812,0.001538519,0.03876202],"genre_scores_gemma":[0.9573572,0.001803457,0.02242984,0.0001360188,0.000143631,0.00003490315,0.0002314689,0.0001634313,0.01770004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003593598,"threshold_uncertainty_score":0.01202178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401124880","doi":"10.1002/sdtp.17632","title":"54‐2: Diffraction Issues of Under Display IR Sensor in AMOLED Displays","year":2024,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"OTI Lumionics (Canada)","funders":"","keywords":"AMOLED; Materials science; Diffraction; Optoelectronics; Computer graphics (images); Computer science; Optics; Thin-film transistor; Nanotechnology; Active matrix; Physics; Layer (electronics)","authors":[{"name":"Zhibin Wang","is_ca":true},{"name":"Longxing Chi","is_ca":true},{"name":"Yi‐Lu Chang","is_ca":true},{"name":"Xiaofeng Xu","is_ca":true},{"name":"Jacky Qiu","is_ca":true},{"name":"Michael G. Helander","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01029882542388583,"gpt":0.2486411498267023,"spread":0.2383423244028164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001051194,0.0002874353,0.0006263924,0.0004468941,0.0006730789,0.001520556,0.000593311,0.0008017221,0.001347072],"category_scores_gemma":[0.002110651,0.0003945416,0.0003137854,0.0004355261,0.0007911232,0.001049975,0.0005967464,0.0006217178,0.000390941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009399081,"about_ca_system_score_gemma":0.0004152857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007865708,"about_ca_topic_score_gemma":0.001039725,"domain_scores_codex":[0.9983046,0.0002319187,0.00009152364,0.0001815101,0.001058151,0.0001322991],"domain_scores_gemma":[0.9983348,0.0008210429,0.0003014626,0.0001369826,0.0003542324,0.00005159444],"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":[0.000135921,0.00004057847,0.002588575,0.0001542548,0.00001398945,0.0005258077,0.0005611937,0.0007914542,0.9761285,0.002711771,0.0004661515,0.01588186],"study_design_scores_gemma":[0.00001404077,0.0002989706,0.00591292,0.00003223596,0.00002285137,0.001690617,0.0003571164,0.006514508,0.9783493,0.0004385413,0.00633109,0.00003778864],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324262,0.003542054,0.04998394,0.0006780762,0.00012708,0.00006000734,0.00006850094,0.0003577597,0.01275644],"genre_scores_gemma":[0.9706001,0.001337819,0.02364682,0.0001979261,0.00005921304,0.00002869799,0.0000683923,0.00009366287,0.003967243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001520556,"threshold_uncertainty_score":0.006819546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}