{"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"},"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001174001,0.0002781936,0.0003679549,0.0001369435,0.00007470173,0.00002137693,0.0002162968,0.0002612951,0.00000701287],"category_scores_gemma":[0.0002030096,0.0002685015,0.00007665109,0.0003241444,0.0004315194,0.0001967239,0.00008915598,0.0003456427,0.00000344177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436156,"about_ca_system_score_gemma":0.00001413241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002417057,"about_ca_topic_score_gemma":0.00001348868,"domain_scores_codex":[0.9986148,0.00002371285,0.0003623244,0.0003442049,0.0002228704,0.0004320426],"domain_scores_gemma":[0.9992121,0.0001123859,0.0000613986,0.000482919,0.00003196876,0.00009921702],"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":[0.00001228482,0.00003937212,0.0007907612,0.0001098573,0.00002274398,0.000009249839,0.00001131535,0.05072421,0.9357327,0.01242952,0.000008381198,0.0001095947],"study_design_scores_gemma":[0.008033752,0.001076156,0.1587745,0.002750916,0.0008392164,0.0005267008,0.0003411873,0.08439784,0.7061403,0.02733513,0.003104467,0.006679863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848346,0.000548088,0.001771421,0.0002863089,0.0002671084,0.0003630267,0.00002401978,0.001649951,0.01025554],"genre_scores_gemma":[0.9890985,0.000240501,0.01052439,0.00001832913,0.00001037166,0.00002012642,0.000005125778,0.0000629224,0.00001973883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2295925,"threshold_uncertainty_score":0.9999767,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001434295,0.0005287845,0.0008910195,0.0001852291,0.0002736762,0.0001799528,0.001192339,0.0003642481,0.0002138591],"category_scores_gemma":[0.0005975249,0.0003863499,0.000288219,0.0004772109,0.0005378559,0.0003132815,0.0002219394,0.0003275115,0.0004050017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001709529,"about_ca_system_score_gemma":0.0002534827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001959909,"about_ca_topic_score_gemma":0.0001008425,"domain_scores_codex":[0.99573,0.0002960961,0.001160114,0.0008769711,0.001062058,0.0008747468],"domain_scores_gemma":[0.9973823,0.0004199436,0.0005234998,0.000929111,0.0002691464,0.0004760011],"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":[0.0001940876,0.000314523,0.001085841,0.0001200711,0.00002342671,0.00001542372,0.0003349125,0.0005931446,0.9945536,0.001486107,0.001208458,0.00007040127],"study_design_scores_gemma":[0.0007375676,0.0003937308,0.001206821,0.0004419022,0.00008916167,0.00003046133,0.0002855698,0.0001573256,0.9722175,0.00008464674,0.02367957,0.0006757284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8022122,0.001383439,0.000001627942,0.002644264,0.0007284508,0.0004595188,0.00004217335,0.000520875,0.1920074],"genre_scores_gemma":[0.9986922,0.0001180177,0.0001033852,0.0003440358,0.0001998419,0.00005771164,0.0000130925,0.00007395248,0.0003978142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1964799,"threshold_uncertainty_score":0.9998589,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001584326,0.0004529478,0.0005988499,0.0001656137,0.00009569751,0.00004712976,0.0006688106,0.000359914,0.00008215156],"category_scores_gemma":[0.0003212926,0.0004171797,0.0001595247,0.0005195285,0.0005300567,0.0002578436,0.00008690652,0.0006031617,0.000081604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959216,"about_ca_system_score_gemma":0.00003780895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001573284,"about_ca_topic_score_gemma":0.00001391189,"domain_scores_codex":[0.9976131,0.00003786866,0.0006999354,0.0005332369,0.0003324094,0.0007834503],"domain_scores_gemma":[0.9984376,0.0002408413,0.0001078715,0.0009928489,0.0000554664,0.0001653669],"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":[0.00001104351,0.00009896896,0.0007909351,0.0001171361,0.000027177,0.00001630218,0.00002302118,0.005874041,0.9865528,0.006002281,0.0001757627,0.0003105284],"study_design_scores_gemma":[0.001138712,0.0005060203,0.001827091,0.000356905,0.0001018911,0.00006543505,0.00007096045,0.0001032086,0.9750584,0.001227974,0.01834181,0.001201555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1851406,0.0005699142,0.0002676091,0.00102991,0.0007649451,0.0006438947,0.00003229863,0.003639437,0.8079114],"genre_scores_gemma":[0.9961976,0.0003060096,0.002749962,0.0001462958,0.0000194874,0.00006102327,0.00001062107,0.00009532517,0.000413722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.811057,"threshold_uncertainty_score":0.999828,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001922077,0.0001262542,0.000334105,0.00009220565,0.00004313205,0.000004600407,0.0001479341,0.0001792544,0.0001390141],"category_scores_gemma":[0.00004242375,0.0001210762,0.0001099964,0.0002349199,0.000501545,0.00005394815,0.00003917221,0.0001130635,0.000004856403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003094578,"about_ca_system_score_gemma":0.00002560297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000438545,"about_ca_topic_score_gemma":0.0002213346,"domain_scores_codex":[0.9987441,0.00005992268,0.0005722081,0.0002469931,0.0001857434,0.0001910203],"domain_scores_gemma":[0.9990807,0.0001898128,0.0002500999,0.00033906,0.00009100373,0.00004936911],"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":[0.0001262646,0.0003533576,0.03428457,0.00003689437,0.00001437698,0.000001163804,0.00008971398,0.00003711819,0.8973747,0.06652345,0.001119597,0.00003878651],"study_design_scores_gemma":[0.0007014187,0.0003172718,0.9913133,0.00005223051,0.00004423225,0.000007279454,0.0001024678,0.000002939876,0.003766553,0.0001728628,0.00339804,0.0001213756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6148769,0.0001750321,0.00005201245,0.000544437,0.0001162786,0.0003267916,0.00007104206,0.00005545874,0.3837821],"genre_scores_gemma":[0.998695,0.0000475421,0.0001950245,0.00004566963,0.00003232617,0.00003509888,0.00002406391,0.00001320418,0.0009121308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9570287,"threshold_uncertainty_score":0.4937344,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003622765,0.0003561504,0.0005772039,0.0001798318,0.0001556021,0.00005498304,0.0002485369,0.0004076969,0.000004132913],"category_scores_gemma":[0.0002244261,0.0003439586,0.0001236877,0.0001740833,0.0003135782,0.0001931404,0.0000426689,0.0002509475,0.000002942585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428421,"about_ca_system_score_gemma":0.00001751397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002738585,"about_ca_topic_score_gemma":0.0000875628,"domain_scores_codex":[0.998329,0.00007287061,0.000627908,0.0003877738,0.0002225474,0.0003599112],"domain_scores_gemma":[0.9982192,0.000941878,0.0001198757,0.0005302906,0.00008736922,0.000101382],"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":[0.00004746712,0.00003064821,0.0002215636,0.0004540537,0.00004160644,0.000002284014,0.00004113341,0.002072318,0.9867141,0.009197583,0.001109985,0.0000672351],"study_design_scores_gemma":[0.001255583,0.0006632812,0.004424362,0.0006903271,0.0002711815,0.0001158759,0.0002005538,0.002302606,0.979144,0.0007775777,0.009123764,0.001030889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5751048,0.002571213,0.05344786,0.02342753,0.002763691,0.02215722,0.001246376,0.06633089,0.2529505],"genre_scores_gemma":[0.9892135,0.00009434798,0.01000376,0.0001708656,0.00003312951,0.0003527094,0.00003732594,0.00007683445,0.0000175125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4141087,"threshold_uncertainty_score":0.9999012,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001355498,0.0002796463,0.0004045839,0.0000508425,0.0002656828,0.00007976293,0.0006357222,0.0002079343,0.00001479913],"category_scores_gemma":[0.0001546506,0.0002712776,0.0001753815,0.00005939075,0.0002161529,0.0002095787,0.00009522826,0.0001389177,0.00001207942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007702658,"about_ca_system_score_gemma":0.00001290746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002438524,"about_ca_topic_score_gemma":0.00003490227,"domain_scores_codex":[0.9986135,0.00001362743,0.0004564767,0.0003413801,0.0001454533,0.0004295199],"domain_scores_gemma":[0.9984276,0.000189163,0.0001577697,0.0009824842,0.00005220804,0.0001907971],"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":[0.00003179761,0.00005088806,0.0001425572,0.0001821721,0.00003406343,0.000001694013,0.00001469941,0.009626887,0.9882503,0.0008149467,0.0006696287,0.0001804153],"study_design_scores_gemma":[0.001157224,0.00007858068,0.003463944,0.0001419081,0.000108135,0.00001464487,0.00001462622,0.00006641326,0.6976161,0.000310448,0.296353,0.000675007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1078873,0.0004047083,0.002418111,0.005399843,0.001737479,0.005091615,0.00127824,0.003748499,0.8720343],"genre_scores_gemma":[0.9968746,0.0002354537,0.00131183,0.0002819706,0.0002086629,0.0006123661,0.0001106591,0.00008900126,0.0002754442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8889873,"threshold_uncertainty_score":0.999974,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001206084,0.0001794833,0.00022844,0.00004173185,0.0001446,0.00006943777,0.0003724961,0.0001280083,0.00001803629],"category_scores_gemma":[0.0002987361,0.0001119658,0.000106662,0.0001208488,0.0005297028,0.0001453622,0.00008440306,0.0002276157,0.000005502888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008779305,"about_ca_system_score_gemma":0.00001570975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003861676,"about_ca_topic_score_gemma":0.00000370667,"domain_scores_codex":[0.9987701,0.00002958256,0.0002631139,0.0004050549,0.0003047401,0.0002274644],"domain_scores_gemma":[0.9987608,0.0006657108,0.0001598784,0.000308863,0.0000293569,0.00007539024],"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":[0.0000578525,0.0001413338,0.0002223159,0.0001236388,0.000002627708,9.210676e-7,0.0002006503,6.431907e-7,0.9950668,0.003065417,0.0001130197,0.001004812],"study_design_scores_gemma":[0.0003409532,0.001021273,0.005884463,0.0001333268,0.0000180459,0.000005750791,0.0000138614,0.000009614933,0.9900404,0.0007571252,0.001618779,0.0001564756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786255,0.000009133621,0.00002129139,0.0008789133,0.0002919697,0.0005613574,0.00005600653,0.00006048962,0.01949531],"genre_scores_gemma":[0.9986244,0.00003441633,0.00003422314,0.0009334114,0.00003971448,0.00006383568,0.000002382806,0.00001776621,0.0002498456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01999888,"threshold_uncertainty_score":0.4565834,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005089481,0.000344036,0.0007805506,0.00009355977,0.00006515189,0.00001558409,0.0001783478,0.0002269533,0.000008669694],"category_scores_gemma":[0.0002232619,0.0002859364,0.0001126227,0.000294957,0.0002259066,0.0002073712,0.00003549668,0.0002254765,0.00000154727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784225,"about_ca_system_score_gemma":0.00002905363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002743294,"about_ca_topic_score_gemma":0.00002596471,"domain_scores_codex":[0.9979775,0.00009700491,0.0007136422,0.0004130637,0.0003182898,0.0004805289],"domain_scores_gemma":[0.9975748,0.001561717,0.0001710992,0.0004152696,0.0001145547,0.0001625769],"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":[0.001014497,0.0001261594,0.00193823,0.0005553846,0.0001821421,0.00002082237,0.0003380866,0.01192067,0.9816282,0.001887079,0.00007992373,0.0003088382],"study_design_scores_gemma":[0.02733821,0.01818265,0.1716764,0.005978398,0.001694028,0.0004735109,0.001869833,0.006109263,0.7447509,0.009230413,0.004935723,0.007760732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5186225,0.001492844,0.2905804,0.001945248,0.000470943,0.01003241,0.0002141351,0.002260298,0.1743813],"genre_scores_gemma":[0.9868717,0.0001241058,0.01261274,0.00005120509,0.00002913926,0.000178033,0.000006106312,0.00007657181,0.0000504227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4682492,"threshold_uncertainty_score":0.9999593,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002308434,0.000229058,0.0003284323,0.0001834022,0.0000444443,0.00001865316,0.0003265565,0.0002611403,0.000004706364],"category_scores_gemma":[0.000113295,0.0002147127,0.00009361876,0.0004073945,0.0002504958,0.0001481205,0.00007576925,0.0003757807,0.000017195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002978704,"about_ca_system_score_gemma":0.00000997655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002487011,"about_ca_topic_score_gemma":0.00002465431,"domain_scores_codex":[0.9985696,0.000009435788,0.0004546328,0.0002604876,0.0002642672,0.0004415563],"domain_scores_gemma":[0.9991988,0.0001456164,0.00006490431,0.0004660422,0.00004914507,0.00007548813],"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":[0.00001917704,0.00003959227,0.00039067,0.0001289118,0.00002155488,0.0000126846,0.000009646152,0.009301603,0.985826,0.003751094,0.00006482026,0.0004342667],"study_design_scores_gemma":[0.004332033,0.001635951,0.08112284,0.001502716,0.0004026655,0.0004711034,0.001150847,0.005220292,0.8720961,0.00229135,0.0252494,0.004524732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3359428,0.001702397,0.007463365,0.00108836,0.002755863,0.002010411,0.00004384215,0.0170677,0.6319252],"genre_scores_gemma":[0.9973525,0.0001662719,0.002222323,0.0000121244,0.00003615725,0.00003891545,0.000006597635,0.0000574672,0.0001076513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6614097,"threshold_uncertainty_score":0.8755728,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001497881,0.0002249685,0.0004314077,0.00008496083,0.0003473025,0.0001091667,0.001586852,0.0001728876,0.00002136847],"category_scores_gemma":[0.0002440495,0.0001901949,0.0002083857,0.0001642355,0.0002751614,0.0008640573,0.0007226668,0.0002253168,0.000005807861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218449,"about_ca_system_score_gemma":0.0001042725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001805577,"about_ca_topic_score_gemma":0.0001177076,"domain_scores_codex":[0.9970675,0.0002714801,0.0005674154,0.0005382443,0.001196304,0.0003590634],"domain_scores_gemma":[0.9968437,0.0002042164,0.0006267852,0.001826483,0.0003759828,0.0001228172],"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":[0.00003314353,0.0006002967,0.006914737,0.00004701063,0.00002943532,0.000002547431,0.0003515153,0.0001080678,0.9876162,0.002991767,0.000253046,0.001052207],"study_design_scores_gemma":[0.002703518,0.0005983092,0.462314,0.0004784146,0.000164137,0.000008695403,0.000205543,0.001952781,0.528334,0.0008682678,0.00182482,0.0005475361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5079457,0.0003676551,0.001997332,0.009303934,0.0008940411,0.00202925,0.0001366189,0.0004096282,0.4769159],"genre_scores_gemma":[0.9988145,0.00004884239,0.0007137714,0.0002629781,0.00003907745,0.00004498455,0.00001620011,0.00001399646,0.00004561782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4908689,"threshold_uncertainty_score":0.7755921,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002022287,0.0004368062,0.0006605788,0.0002601873,0.00006622553,0.0000142929,0.0007923364,0.0004413922,0.00003397062],"category_scores_gemma":[0.00002901666,0.0004409796,0.0002900502,0.0004298446,0.0003238101,0.0001808663,0.00003116674,0.0005628026,0.000007241655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381463,"about_ca_system_score_gemma":0.00003804361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001856807,"about_ca_topic_score_gemma":0.00001042203,"domain_scores_codex":[0.9977171,0.00002306215,0.0008109773,0.000401554,0.0005105438,0.000536752],"domain_scores_gemma":[0.9988592,0.00008372244,0.0001401625,0.0007499914,0.0000450058,0.0001218857],"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":[0.00005711719,0.0001351587,0.0007366816,0.0002942023,0.00002983171,0.00000461847,0.00009158933,0.03742803,0.9604481,0.00006964738,0.0005023365,0.0002026313],"study_design_scores_gemma":[0.0006894805,0.0005697149,0.01006702,0.000276269,0.00007014182,0.00000742129,0.00005405919,0.0005706275,0.9835136,0.00001233287,0.003610834,0.00055853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400609,0.0008064356,0.00005620923,0.0008100445,0.0002330478,0.0004014457,0.00005197088,0.001858891,0.05572101],"genre_scores_gemma":[0.9986855,0.0003564249,0.0006903303,0.00008890335,0.00001697446,0.00002583281,0.0000162679,0.00006635331,0.00005346024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05862451,"threshold_uncertainty_score":0.9998042,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001531055,0.0002364736,0.000448556,0.0002205422,0.0001452631,0.00001117142,0.0002880298,0.0001711696,0.0000890708],"category_scores_gemma":[0.00002991846,0.0002328025,0.00008996043,0.000422415,0.0002072882,0.0000655426,0.0001366116,0.0003109649,0.000001125403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519076,"about_ca_system_score_gemma":0.00004800077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006814349,"about_ca_topic_score_gemma":0.00001545997,"domain_scores_codex":[0.998479,0.00001878081,0.0005534134,0.0003025349,0.0002775794,0.0003686789],"domain_scores_gemma":[0.9993814,0.0001984079,0.00004843273,0.0002396148,0.00002863386,0.0001034908],"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":[0.00005461187,0.00008023313,0.000499401,0.0001441719,0.00006824001,0.00001807805,0.0001946876,0.01163981,0.9847851,0.00235072,0.000004419071,0.0001605268],"study_design_scores_gemma":[0.001307332,0.0006864803,0.0008284494,0.0002030775,0.0002174854,0.0001436663,0.001807612,0.002660216,0.9812781,0.00007768778,0.009835259,0.0009546947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898259,0.0005132133,0.00003207023,0.0001314381,0.0001856998,0.0002828068,0.00002721614,0.0002670777,0.00873458],"genre_scores_gemma":[0.9982396,0.00002569859,0.001545071,0.00002141337,0.00001506333,0.00004381804,0.000008104389,0.0000439122,0.00005731426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00983084,"threshold_uncertainty_score":0.9493409,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115284,0.0002742842,0.0005233645,0.00009936144,0.0002009702,0.00001823868,0.000591101,0.0003178169,0.0003272863],"category_scores_gemma":[0.0005409417,0.0001971003,0.0003901157,0.0003279781,0.0005644496,0.00006882984,0.000106293,0.0002808868,0.0000339652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006068278,"about_ca_system_score_gemma":0.00003582899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001109468,"about_ca_topic_score_gemma":0.00005354941,"domain_scores_codex":[0.997605,0.0002934516,0.0007664427,0.0004885868,0.0003584514,0.0004880141],"domain_scores_gemma":[0.9968045,0.001737909,0.0003740145,0.0008020926,0.0001299884,0.0001515477],"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":[0.0003418314,0.0003800417,0.001493116,0.00007134071,0.00004931785,0.000001436059,0.0005577281,0.00007338491,0.927238,0.06068699,0.008861161,0.0002456753],"study_design_scores_gemma":[0.0100671,0.006952031,0.3664214,0.0004459337,0.0008101799,0.0001138634,0.003697731,0.0006108549,0.0491851,0.001983757,0.5575778,0.002134242],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3827153,0.0001511471,0.0001726464,0.01558867,0.00110783,0.002170081,0.0001479558,0.0003458976,0.5976004],"genre_scores_gemma":[0.9956587,0.00002156006,0.0001431774,0.00282052,0.000155417,0.0002833013,0.00002812181,0.0000495524,0.0008396417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8780529,"threshold_uncertainty_score":0.8037516,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000171599,0.0003179521,0.0005768387,0.00007663743,0.00004225208,0.00004522535,0.0003461352,0.0002398992,0.00003560276],"category_scores_gemma":[0.00005288542,0.000305882,0.0001442274,0.000269089,0.00003034468,0.0001732714,0.00006953705,0.0002238067,0.00001135006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100857,"about_ca_system_score_gemma":0.00002468952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007715804,"about_ca_topic_score_gemma":0.0001019672,"domain_scores_codex":[0.9982868,0.00004193095,0.0006255676,0.0003922428,0.0002111752,0.0004422192],"domain_scores_gemma":[0.9991755,0.0002296988,0.0001013237,0.000285504,0.00003525465,0.0001726529],"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":[0.00004825377,0.00004800648,0.001631665,0.0003549583,0.00003439145,0.000006636664,0.0002332203,0.005640554,0.9915494,0.0001402069,0.0003005203,0.00001222929],"study_design_scores_gemma":[0.002358867,0.0002881683,0.009283301,0.0002861093,0.0001229874,0.00001216164,0.0002903978,0.0007104567,0.9770535,0.0000465817,0.008584092,0.0009633485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810425,0.0002747301,0.00001990717,0.002157168,0.0002737736,0.0005778655,0.00004375919,0.0007338584,0.01487644],"genre_scores_gemma":[0.9972807,0.0001496518,0.0003213116,0.001882685,0.0001232723,0.0001163296,0.00003496047,0.0000872766,0.000003768605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01623824,"threshold_uncertainty_score":0.9999393,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002726482,0.0004329398,0.0006033597,0.0002396991,0.00008154482,0.00003245755,0.0007072686,0.0004554165,0.0000447389],"category_scores_gemma":[0.0002381823,0.0004208262,0.000382377,0.0003435652,0.0001373087,0.0001393586,0.00005323015,0.0004789607,0.00002084215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349607,"about_ca_system_score_gemma":0.00005433814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002035527,"about_ca_topic_score_gemma":0.0001496678,"domain_scores_codex":[0.9979628,0.00002311933,0.0005756732,0.0004830777,0.0003584106,0.0005969045],"domain_scores_gemma":[0.99831,0.0005479358,0.00009605966,0.0008257091,0.0000388907,0.0001814126],"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":[0.00005397897,0.0000923901,0.0002124968,0.0001265206,0.00003795654,0.00000297735,0.00003589798,0.04523842,0.9492313,0.001644446,0.001769817,0.00155385],"study_design_scores_gemma":[0.003343237,0.0008838819,0.007818345,0.0005922894,0.0002616179,0.00001324444,0.00007468642,0.01565318,0.8572164,0.0002444735,0.1123562,0.001542369],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05355072,0.0007958244,0.07722185,0.01690242,0.001670011,0.005126251,0.0003059916,0.01827511,0.8261518],"genre_scores_gemma":[0.9669995,0.00003454471,0.03203576,0.000195143,0.0001128059,0.0001167508,0.0000154076,0.0001269755,0.0003631491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9134488,"threshold_uncertainty_score":0.9998243,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003107534,0.0002856711,0.0004832275,0.0002340566,0.000276473,0.00004645081,0.001299849,0.0002268903,0.00001428424],"category_scores_gemma":[0.00008899657,0.0002312171,0.0001264467,0.0008944132,0.0005264221,0.0003609621,0.0005077902,0.0004239734,0.00003014137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173458,"about_ca_system_score_gemma":0.0001919135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004555639,"about_ca_topic_score_gemma":0.00002911259,"domain_scores_codex":[0.9975206,0.00008406368,0.0005769801,0.0006517648,0.000648867,0.0005176693],"domain_scores_gemma":[0.9980802,0.0002120551,0.0002800798,0.001104498,0.000184082,0.00013908],"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":[0.0000390052,0.0004246692,0.006200602,0.0000572518,0.00003329342,0.0001706953,0.0001959848,0.0002226849,0.9747475,0.01637575,0.0002450016,0.001287602],"study_design_scores_gemma":[0.0028875,0.002599161,0.03027897,0.0007579344,0.00006701312,0.0009862614,0.0003477624,0.0003561871,0.9516792,0.0008619075,0.007430105,0.001748017],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3898841,0.0002894678,0.0355931,0.03594755,0.0006571261,0.003177216,0.00002334593,0.003926513,0.5305016],"genre_scores_gemma":[0.985387,0.00005192717,0.01387273,0.0004261032,0.00003079372,0.00005229176,0.000004883244,0.00002282188,0.0001514586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5955029,"threshold_uncertainty_score":0.9428762,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001209974,0.0002922472,0.0003601729,0.0001163352,0.00006808394,0.000030154,0.0003903546,0.0002649826,0.00006048536],"category_scores_gemma":[0.0002789419,0.0002698066,0.00006814975,0.0004640543,0.0005540539,0.000165042,0.0001828769,0.0004084736,0.0001006211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668427,"about_ca_system_score_gemma":0.00004039064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001898832,"about_ca_topic_score_gemma":0.0000439569,"domain_scores_codex":[0.9983501,0.00001472891,0.0003555396,0.0004023906,0.0002232397,0.0006539909],"domain_scores_gemma":[0.9990795,0.0001186067,0.00004102414,0.0005108223,0.00007541478,0.0001746912],"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":[0.00003977674,0.00003374067,0.0001174302,0.0000347396,0.00002778836,0.000008673465,0.00002574257,0.0002113111,0.9890785,0.00946916,0.0006099346,0.0003431895],"study_design_scores_gemma":[0.001199126,0.002736415,0.006996932,0.000336854,0.0001278397,0.0001410767,0.0002251398,0.0002422328,0.8905436,0.006714292,0.08920606,0.001530459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6023054,0.0004154973,0.0001134928,0.005550777,0.0002186489,0.0008261937,0.00002016121,0.004188218,0.3863616],"genre_scores_gemma":[0.9972446,0.0002376313,0.001879566,0.0003043821,0.00004501907,0.00007585189,0.000003397736,0.00006342203,0.000146109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3949392,"threshold_uncertainty_score":0.9999754,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001105278,0.000279784,0.000481679,0.0002143797,0.0001239751,0.00004863243,0.001520853,0.0002072084,0.00007824528],"category_scores_gemma":[0.0001069511,0.0002535378,0.0001702446,0.0005739277,0.0005732344,0.0005353306,0.000672709,0.0002160682,0.00002057594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796505,"about_ca_system_score_gemma":0.0001265434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004790761,"about_ca_topic_score_gemma":0.00005671909,"domain_scores_codex":[0.9968523,0.0002018051,0.0007172833,0.0006486698,0.001134586,0.0004452966],"domain_scores_gemma":[0.9975437,0.0001287589,0.0004498994,0.001219732,0.0005553864,0.0001025485],"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":[0.00005176715,0.0003876701,0.0002964601,0.00006196983,0.00001539036,0.000002264727,0.0001948028,0.0000133873,0.996268,0.001343779,0.0003992789,0.000965195],"study_design_scores_gemma":[0.001503004,0.001098872,0.02069266,0.0004371892,0.00006679385,0.00001035286,0.00004073733,0.0018517,0.9724073,0.0009355739,0.0005040513,0.0004517729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4694375,0.0005502692,0.143953,0.004705056,0.001540838,0.004682528,0.0001197717,0.002840715,0.3721703],"genre_scores_gemma":[0.9882225,0.00006169948,0.01126688,0.000128814,0.00004917757,0.00009249042,0.00001874537,0.00002802705,0.0001316769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.518785,"threshold_uncertainty_score":0.9999917,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001580522,0.0003074354,0.0004534658,0.0001499333,0.00002985361,0.00001564421,0.0004774842,0.0002971882,0.00002061877],"category_scores_gemma":[0.00005742878,0.0002654498,0.00009517721,0.000420731,0.0003771259,0.0001476155,0.00004957464,0.0004706967,0.000008498303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003711537,"about_ca_system_score_gemma":0.00006132383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001249421,"about_ca_topic_score_gemma":0.001587518,"domain_scores_codex":[0.9983941,0.00001808955,0.0004648711,0.0003745018,0.0003119273,0.0004365592],"domain_scores_gemma":[0.9990878,0.00007252858,0.0000571232,0.0006694033,0.00003253943,0.00008068252],"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":[0.0000681823,0.0001408392,0.008377785,0.0001917568,0.00002154377,0.00002763182,0.0001215022,0.01009619,0.9801812,0.0007080701,0.00001141355,0.0000539013],"study_design_scores_gemma":[0.002580525,0.0006888967,0.08735082,0.0004942221,0.00006387688,0.00004871868,0.0003619262,0.00001913486,0.904962,0.0005258371,0.001905248,0.0009988175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8686023,0.0002509496,0.00001378614,0.0008644255,0.00009857977,0.0006323537,0.00002603355,0.001916473,0.1275951],"genre_scores_gemma":[0.9989347,0.00009338168,0.000778075,0.00001881516,0.00001305781,0.0000795274,0.00000846017,0.00005637568,0.00001757938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303324,"threshold_uncertainty_score":0.9999798,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009116369,0.0006926667,0.00113428,0.0001885049,0.0003785454,0.0001648862,0.0009669456,0.0007547855,0.0004952663],"category_scores_gemma":[0.0001525287,0.0005946513,0.0003868286,0.0006897455,0.0005755104,0.0003130687,0.0002188426,0.0005080391,0.0004304162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002551548,"about_ca_system_score_gemma":0.0001805809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008326264,"about_ca_topic_score_gemma":0.00002737202,"domain_scores_codex":[0.9947987,0.0002334003,0.001500756,0.001190677,0.0009102892,0.001366215],"domain_scores_gemma":[0.9976553,0.0002081531,0.000522033,0.00103989,0.0001722022,0.0004024759],"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":[0.0003897415,0.0003788308,0.00007466192,0.0001301415,0.00003942274,0.00005704546,0.00005818476,0.0001886857,0.9972258,0.0003327556,0.0007323482,0.0003924145],"study_design_scores_gemma":[0.001164931,0.0003778976,0.002160787,0.0003231756,0.0001549892,0.00009175586,0.00001638035,0.000002391796,0.9925083,0.00008464782,0.002379541,0.0007352068],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664457,0.0002240717,0.00000113443,0.001681594,0.0009780743,0.0007866842,0.00005721184,0.0007292454,0.02909623],"genre_scores_gemma":[0.9976088,0.001133715,0.00009980119,0.000342026,0.0003206528,0.0001150554,0.00005489881,0.0001268778,0.0001981408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03116308,"threshold_uncertainty_score":0.9996505,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002187773,0.0005354458,0.0009459601,0.0002033832,0.00008848439,0.0000235097,0.0007542326,0.000643388,0.00007120967],"category_scores_gemma":[0.0002764593,0.0005011157,0.0002933584,0.0005779833,0.0002298579,0.000201862,0.00008551239,0.0004645125,0.000008969128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004253735,"about_ca_system_score_gemma":0.00009687598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005792502,"about_ca_topic_score_gemma":0.0001283874,"domain_scores_codex":[0.9968678,0.00003743175,0.001254626,0.0005658867,0.0004721078,0.0008021972],"domain_scores_gemma":[0.9985331,0.000257135,0.0001209082,0.0007328488,0.0001625228,0.0001934543],"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":[0.0000599391,0.0001391279,0.001070534,0.0004225965,0.0001378322,0.000002847135,0.0002635892,0.000362259,0.9968023,0.0001619848,0.0002231903,0.0003538466],"study_design_scores_gemma":[0.001223006,0.0002471099,0.003854287,0.0002799781,0.0001731638,0.000006701594,0.0001791243,0.00006430736,0.9836683,0.00007019244,0.00954901,0.000684818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9270282,0.0007212744,0.00003959659,0.002121996,0.0006927343,0.001808725,0.00002529523,0.001909474,0.06565274],"genre_scores_gemma":[0.997701,0.0005946558,0.001050387,0.00007738114,0.00002918601,0.0002942619,0.00001826128,0.0001518495,0.00008297559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07067288,"threshold_uncertainty_score":0.9997441,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004140145,0.0006089303,0.0007393602,0.0003322082,0.0001481343,0.00006642479,0.0004851774,0.0005736023,0.000006764684],"category_scores_gemma":[0.00007836326,0.0005720033,0.0001585824,0.0006075326,0.0006610701,0.0003166669,0.0001133666,0.0007587965,0.00001942905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000372644,"about_ca_system_score_gemma":0.00005108104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003853791,"about_ca_topic_score_gemma":0.001344273,"domain_scores_codex":[0.9970741,0.00003600488,0.0007670997,0.0006622024,0.0005777448,0.0008828935],"domain_scores_gemma":[0.9983705,0.0002922883,0.0001792315,0.0008230374,0.00007892182,0.0002560489],"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":[0.0002906725,0.0001387264,0.002356152,0.0003004165,0.00007658386,0.00005718622,0.0001221624,0.004276446,0.991029,0.0006490131,0.00005953135,0.0006440891],"study_design_scores_gemma":[0.001156434,0.0003902361,0.04832974,0.0002983692,0.0001218186,0.00005690007,0.00009958741,0.0001055039,0.9483988,0.00004676559,0.0003019384,0.0006938631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983249,0.0002882486,0.0003725028,0.0002750116,0.0001895428,0.0009516855,0.0000554356,0.002273501,0.01234507],"genre_scores_gemma":[0.9990659,0.0003331352,0.0002198243,0.00005679641,0.00004543984,0.00008521967,0.00003956037,0.0001483883,0.000005702439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04597359,"threshold_uncertainty_score":0.9996731,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008371387,0.0002911923,0.0004441417,0.0001316797,0.0001211594,0.000008482305,0.0004018469,0.0002891514,0.0000174836],"category_scores_gemma":[0.00004664602,0.0002582241,0.0001346478,0.0003191939,0.0003525719,0.00008966657,0.0000588831,0.0005150505,0.00002759654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843052,"about_ca_system_score_gemma":0.00003864364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001486486,"about_ca_topic_score_gemma":0.000002044816,"domain_scores_codex":[0.9985197,0.00001715085,0.0003757785,0.0002863388,0.0002409368,0.0005600563],"domain_scores_gemma":[0.9993334,0.0001040762,0.00007138138,0.0003735747,0.00004466645,0.00007287121],"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":[0.00006704801,0.0000431815,0.0005091999,0.00004720744,0.00005198693,0.000009907018,0.00003544359,0.0003489879,0.9971714,0.000742771,0.0006812109,0.0002916799],"study_design_scores_gemma":[0.0006372605,0.0004207182,0.008902886,0.00005687327,0.0000396496,0.000104625,0.00001782904,0.00001853878,0.9862701,0.00002714829,0.003165572,0.0003387605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433021,0.001182326,0.000008316495,0.0003177093,0.0001149538,0.0002622996,0.00001486706,0.001521879,0.05327554],"genre_scores_gemma":[0.9945327,0.0048941,0.00009034337,0.00003013643,0.00004364,0.00005996451,0.000009723591,0.0000579908,0.0002813795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05299416,"threshold_uncertainty_score":0.999987,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001911505,0.0003790299,0.000534685,0.0001678052,0.00009453505,0.00002535239,0.0006494859,0.0004528858,0.00004129204],"category_scores_gemma":[0.00009300608,0.0003677241,0.0003087284,0.0002581404,0.0002228473,0.0001551782,0.00007678717,0.0003575206,0.00003171067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443133,"about_ca_system_score_gemma":0.00002542086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001117886,"about_ca_topic_score_gemma":0.0001979986,"domain_scores_codex":[0.9980475,0.00001473725,0.0005650572,0.0004033974,0.0002777406,0.0006915651],"domain_scores_gemma":[0.9988538,0.0001955769,0.00008178857,0.0007059861,0.00004380914,0.0001190348],"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":[0.00004436625,0.0001332161,0.0003878193,0.000193594,0.0000518592,0.000004413552,0.00005225207,0.004465213,0.9892093,0.003691046,0.001575359,0.0001915524],"study_design_scores_gemma":[0.001645207,0.0003259632,0.003590973,0.0001486799,0.0001380471,0.00002100424,0.0001380819,0.000402716,0.8418224,0.0001253466,0.1507796,0.0008619187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6848141,0.002697318,0.000347297,0.004620904,0.001003436,0.002680646,0.0005800238,0.01680431,0.2864519],"genre_scores_gemma":[0.9979942,0.0002587339,0.000984572,0.00008560498,0.0000965432,0.0002131183,0.00002048971,0.0001437523,0.0002030249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.31318,"threshold_uncertainty_score":0.9998775,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001327704,0.000185478,0.0002216827,0.00009712455,0.0001604525,0.00004131289,0.0001961081,0.00008731285,0.00008907086],"category_scores_gemma":[0.00001762997,0.0001675543,0.000108469,0.0003530174,0.0001677784,0.0001507755,0.00007511899,0.0002773675,0.000005295362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009402526,"about_ca_system_score_gemma":0.00009930369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002479218,"about_ca_topic_score_gemma":0.00003801737,"domain_scores_codex":[0.9988552,0.00002877213,0.0002567291,0.0004053763,0.0001994562,0.0002544536],"domain_scores_gemma":[0.9992329,0.00017362,0.0001493563,0.0002532287,0.00004813226,0.0001426956],"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":[0.000202955,0.000204462,0.003830309,0.000003998293,0.0000132183,0.000001670503,0.00004704835,0.0003657052,0.9912031,0.003611411,0.00006067806,0.0004554137],"study_design_scores_gemma":[0.001686649,0.00325262,0.1053837,0.0003112881,0.0001184479,0.00004293828,0.0004324991,0.001018867,0.8746956,0.001268732,0.01086626,0.0009224145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5264946,0.000003468771,0.00122967,0.001568141,0.00008042898,0.0008146731,0.00003433786,0.0001120848,0.4696625],"genre_scores_gemma":[0.998568,0.000003767912,0.000466799,0.000079884,0.0001055028,0.0002424428,0.00001176828,0.00001586753,0.0005059617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4720733,"threshold_uncertainty_score":0.6832668,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001568673,0.0002241271,0.0002539872,0.0001449092,0.00003644848,0.0000159502,0.0002934021,0.0001983111,0.00001301644],"category_scores_gemma":[0.0001892059,0.0002152256,0.00008621353,0.0003065623,0.0002255353,0.000129655,0.00006147357,0.0003052419,0.00003233464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034041,"about_ca_system_score_gemma":0.0000267973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004946371,"about_ca_topic_score_gemma":0.000003792386,"domain_scores_codex":[0.9986235,0.00002148438,0.000340718,0.0002736202,0.0003947581,0.0003459155],"domain_scores_gemma":[0.9991419,0.0000995283,0.00004321082,0.0005310836,0.00005856272,0.000125665],"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":[0.00006363379,0.0001151013,0.0001229253,0.00003447742,0.00000990674,0.000005824637,0.00001145171,0.05678799,0.9396276,0.002637965,0.0003975151,0.0001856237],"study_design_scores_gemma":[0.001297473,0.001142826,0.001666703,0.0003447394,0.0000538357,0.000006326801,0.00006143938,0.01138928,0.977597,0.001087914,0.004663485,0.0006890029],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0896489,0.0002939807,0.005354718,0.00420033,0.0006149208,0.0009277322,0.00003128801,0.005943881,0.8929843],"genre_scores_gemma":[0.9937972,0.00003843193,0.005861988,0.000106313,0.00002696087,0.00007031497,0.00002601482,0.00004076603,0.00003199308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9041483,"threshold_uncertainty_score":0.8776647,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007476316,0.0001135059,0.0001746549,0.00004291887,0.0001754889,0.000009229414,0.0003012953,0.00004272136,0.0001519302],"category_scores_gemma":[0.000005963449,0.0001032489,0.0001366538,0.0002746542,0.0002434959,0.00008137496,0.00007497246,0.0001335918,0.00007016033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002500693,"about_ca_system_score_gemma":0.00006209093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006501444,"about_ca_topic_score_gemma":0.00001038161,"domain_scores_codex":[0.9991124,0.00001087269,0.0002277064,0.0002396817,0.0001811932,0.0002281973],"domain_scores_gemma":[0.9994081,0.00007456665,0.00008642636,0.000317353,0.00002993991,0.00008361632],"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":[0.000008706341,0.000191368,0.05080863,0.000005238457,0.00001326011,0.000001616849,0.00009660702,0.0001438836,0.9179247,0.03008407,0.0002714704,0.0004504525],"study_design_scores_gemma":[0.003119674,0.0008047001,0.8109509,0.0002054114,0.0002073095,0.00005788067,0.0009622994,0.0001946448,0.09452961,0.004286935,0.08247804,0.002202632],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3555246,0.00002993327,0.00002183982,0.0009199698,0.00004094933,0.000156066,0.00002117278,0.00007250937,0.643213],"genre_scores_gemma":[0.9991684,0.00001672568,0.0001544584,0.00005478633,0.00002854374,0.00006147446,0.00001504231,0.00001084835,0.0004897282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8233951,"threshold_uncertainty_score":0.4210367,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002924799,0.0001923499,0.0002577362,0.0001499503,0.0001523894,0.00005390566,0.000494049,0.000138165,0.000005354756],"category_scores_gemma":[0.00007196825,0.000144558,0.0001250635,0.0003395057,0.00007719949,0.001108941,0.0001151065,0.0001200816,0.00002208769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002370731,"about_ca_system_score_gemma":0.00005705809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008338082,"about_ca_topic_score_gemma":0.000006800549,"domain_scores_codex":[0.9984434,0.00004880742,0.0004561755,0.0004707854,0.0002940173,0.0002868338],"domain_scores_gemma":[0.9985807,0.0002738514,0.0002945063,0.0005005843,0.0002464122,0.0001039276],"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":[0.00002253585,0.00008963808,0.0005223913,0.0001051267,0.00001617774,4.30586e-7,0.0002010272,0.0002103115,0.9800916,0.001653939,0.00001623828,0.01707062],"study_design_scores_gemma":[0.003685067,0.0006116038,0.01826526,0.003417226,0.0001624767,0.0001938253,0.0004281676,0.005335866,0.9061865,0.0004634135,0.05920831,0.002042237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06118105,0.00008385471,0.8548614,0.003251405,0.001054708,0.004476391,0.00009252613,0.0008950275,0.07410358],"genre_scores_gemma":[0.9947962,0.0000538222,0.004031744,0.00005980623,0.0001442617,0.0008089531,0.000008771299,0.00002053644,0.00007595958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9336151,"threshold_uncertainty_score":0.5894904,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001682887,0.0006777678,0.0009302348,0.0002019802,0.00007750523,0.00003761104,0.0009590374,0.0004863514,0.00007288205],"category_scores_gemma":[0.00001766419,0.0005751027,0.0003108205,0.0006090185,0.0001334787,0.0003030425,0.00006202941,0.0008801194,0.00006752112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591396,"about_ca_system_score_gemma":0.00008250122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004259288,"about_ca_topic_score_gemma":0.0003543753,"domain_scores_codex":[0.9969199,0.00004445272,0.0007580307,0.0007295023,0.0006307351,0.0009173255],"domain_scores_gemma":[0.9981986,0.0001688141,0.0001203703,0.001258633,0.00006136103,0.000192257],"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":[0.0001549508,0.0001981184,0.003585795,0.0003033093,0.0001799442,0.00002901951,0.0001172145,0.01667876,0.9779374,0.0004904366,0.0002665591,0.00005851012],"study_design_scores_gemma":[0.004040035,0.002075361,0.02918612,0.0006287885,0.0005617676,0.00008775816,0.0001864686,0.0003653432,0.9324844,0.0001052246,0.02786483,0.002413839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7951981,0.0005289184,0.00003262122,0.0009015457,0.0002895205,0.001098645,0.00003050816,0.004949438,0.1969707],"genre_scores_gemma":[0.9980306,0.0006270795,0.0006081002,0.0001172758,0.00003372621,0.0001483419,0.000030633,0.0001730047,0.0002312295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2028325,"threshold_uncertainty_score":0.99967,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002119579,0.0005037041,0.0006514752,0.0001662853,0.0001431818,0.00009740773,0.000451027,0.0004482545,0.00003558351],"category_scores_gemma":[0.0003176795,0.0004686443,0.0001531192,0.0003221468,0.0004160205,0.0006041639,0.0001736277,0.001150968,0.000008221222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021217,"about_ca_system_score_gemma":0.00003019841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004315877,"about_ca_topic_score_gemma":0.0001926428,"domain_scores_codex":[0.9975611,0.0000307483,0.0007573427,0.0006110686,0.0003984855,0.000641243],"domain_scores_gemma":[0.9983507,0.0002951465,0.000167836,0.0009222801,0.00007789163,0.0001861091],"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":[0.0000263007,0.00004213245,0.002095983,0.000104518,0.00004756448,0.00001321403,0.00006243848,0.002277782,0.9942661,0.0003431457,0.00007261099,0.0006482098],"study_design_scores_gemma":[0.003669838,0.0009261825,0.02583482,0.00113203,0.0007922119,0.0005168863,0.0008988872,0.01269797,0.9256542,0.003976678,0.01903388,0.004866455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425867,0.0002894847,0.00345037,0.002481218,0.0007766731,0.0006634164,0.00004333695,0.002787031,0.04692174],"genre_scores_gemma":[0.9794954,0.0001935721,0.01990481,0.0001454413,0.00008560102,0.00002883051,0.00001878552,0.00009908073,0.00002845591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06861193,"threshold_uncertainty_score":0.9997765,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009579909,0.0002656496,0.0005263059,0.0001008572,0.0000443972,0.00001257087,0.0003409887,0.000256583,0.00001074105],"category_scores_gemma":[0.000588753,0.0002262669,0.0001244519,0.0001823089,0.0002420441,0.00009625635,0.0001714385,0.0004553353,0.000001233632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002993666,"about_ca_system_score_gemma":0.000007627647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001032717,"about_ca_topic_score_gemma":0.00001332091,"domain_scores_codex":[0.9987243,0.00002537829,0.0004332644,0.0002839329,0.0001935475,0.000339579],"domain_scores_gemma":[0.9984356,0.000844757,0.0001010032,0.000488398,0.0000408825,0.00008942452],"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":[0.00003772884,0.00003540937,0.0006140798,0.000337141,0.0000300093,0.000003658273,0.00005288438,0.008194809,0.9877004,0.0006634031,0.00006758593,0.002262875],"study_design_scores_gemma":[0.000670993,0.0004012027,0.001945414,0.0009781454,0.000121729,0.00002816112,0.00005794573,0.00203504,0.9854623,0.0005929061,0.007114627,0.00059151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7793908,0.004820983,0.01774619,0.009959272,0.0007708725,0.001971107,0.0000536877,0.003333071,0.1819541],"genre_scores_gemma":[0.9913597,0.0003049101,0.008039019,0.0002147221,0.00002018669,0.00001603213,0.000001708082,0.00003732162,0.000006404818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.211969,"threshold_uncertainty_score":0.9226898,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004913055,0.0002115492,0.0004505937,0.00009515417,0.0002050823,0.00004848305,0.0003116782,0.0001779942,0.0001310012],"category_scores_gemma":[0.0003123097,0.0001718354,0.0002020161,0.0002906368,0.0006166958,0.0001647457,0.00007106957,0.00009856814,0.00001857046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006247597,"about_ca_system_score_gemma":0.00009807361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005165556,"about_ca_topic_score_gemma":0.0000545829,"domain_scores_codex":[0.9981117,0.00003342513,0.0006963595,0.0003820929,0.0003813912,0.0003950506],"domain_scores_gemma":[0.9985769,0.0002857639,0.0003842594,0.0004044183,0.0002394117,0.0001092047],"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":[0.00007708037,0.0001499109,0.0002732155,0.0002125333,0.000006324543,4.688376e-7,0.000133559,0.00001895914,0.9976003,0.001343845,0.0001153033,0.00006856559],"study_design_scores_gemma":[0.0004796652,0.002201498,0.002965276,0.0001990073,0.00005332154,0.000003629339,0.00007876239,0.0003010458,0.9927607,0.0003514103,0.0003845439,0.000221169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9301943,0.00001409798,0.0001977812,0.0006151423,0.0002910667,0.0005894473,0.00004477013,0.0001658785,0.06788758],"genre_scores_gemma":[0.9950896,0.000002540654,0.00452156,0.0001094278,0.0001041059,0.0000649675,0.000007982355,0.00002610796,0.00007369938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06781389,"threshold_uncertainty_score":0.7007245,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002572522,0.00032475,0.0004989724,0.0001765848,0.0000426803,0.00003265529,0.0002891628,0.0003682066,0.00002555025],"category_scores_gemma":[0.00003012046,0.0002849449,0.0001139051,0.0004572903,0.00008375594,0.0004228752,0.00008933306,0.0004805815,0.000006113684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003138701,"about_ca_system_score_gemma":0.00003973131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001621347,"about_ca_topic_score_gemma":0.0001379308,"domain_scores_codex":[0.997981,0.00007860736,0.0005117337,0.0002980281,0.0005211537,0.0006095069],"domain_scores_gemma":[0.9990126,0.0001615589,0.0001469292,0.0004369946,0.00006627962,0.0001755727],"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":[0.0001190325,0.0001463301,0.05366145,0.0002421203,0.00005918688,0.000005826622,0.0002183223,0.0002023376,0.9452199,0.00001204233,0.00009068463,0.00002281184],"study_design_scores_gemma":[0.000928984,0.0002407831,0.02629299,0.0004113434,0.00007055009,0.00002543214,0.00007962967,0.00008701131,0.9714097,0.000001850984,0.0001024587,0.0003492103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695605,0.0003375337,0.00003627008,0.0003869387,0.0001208372,0.0005396864,0.00004118167,0.0002179796,0.02875908],"genre_scores_gemma":[0.9992322,0.00007597002,0.0003248355,0.00006157974,0.00006799809,0.00002201533,0.00005459397,0.000093493,0.00006731043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02967171,"threshold_uncertainty_score":0.9999602,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002449709,0.0002547867,0.0003857593,0.0000854555,0.0001661138,0.0000285076,0.0003030603,0.0002274386,0.002272358],"category_scores_gemma":[0.000006267631,0.0002270357,0.00009404645,0.0001557662,0.0003824266,0.0001267307,0.00006066666,0.0004069606,0.0001588393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000578904,"about_ca_system_score_gemma":0.00001875803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006750391,"about_ca_topic_score_gemma":0.000007529555,"domain_scores_codex":[0.9981117,0.0001081292,0.0004156635,0.0005422101,0.0003673309,0.0004549376],"domain_scores_gemma":[0.9991596,0.0001201808,0.00007553787,0.0004100298,0.00002024389,0.0002144047],"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":[0.001020677,0.001374059,0.02447626,0.00002057697,0.00003064656,0.00001347217,0.001318186,0.0002144581,0.9684299,0.00102796,0.0003425317,0.001731242],"study_design_scores_gemma":[0.003991182,0.01498011,0.7844884,0.0002574787,0.00007635575,0.0001021503,0.002736097,0.0002296239,0.1681438,0.00000796289,0.02371308,0.001273786],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6357718,0.000153336,1.515596e-7,0.0001846149,0.00008018019,0.0001891541,0.000007588763,0.00008941437,0.3635237],"genre_scores_gemma":[0.9975775,0.00007237856,0.00002076576,0.0002180207,0.00009471444,0.00004204872,0.00002794605,0.00004003657,0.001906558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8002861,"threshold_uncertainty_score":0.9986397,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008899615,0.0002553053,0.0005116598,0.0001006245,0.00007316233,0.0001362879,0.001455718,0.0001444059,0.0001131345],"category_scores_gemma":[0.00004213948,0.000227216,0.0002406889,0.0003447754,0.0001389028,0.000643764,0.0006305483,0.0003312425,0.0001299926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806955,"about_ca_system_score_gemma":0.000217241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008992292,"about_ca_topic_score_gemma":0.0000142338,"domain_scores_codex":[0.9971167,0.0002352626,0.0007499799,0.0006555147,0.0007870878,0.0004554971],"domain_scores_gemma":[0.9975533,0.0003005707,0.0002949459,0.001580145,0.0001181985,0.0001528305],"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":[0.000008149731,0.0002564886,0.005677257,0.0001189608,0.00002233745,0.000005702206,0.00006698037,0.00001125577,0.9279462,0.06549475,0.0001617798,0.0002301246],"study_design_scores_gemma":[0.003680384,0.002270604,0.6768044,0.0003673329,0.00007341183,0.00003644869,0.0003754776,0.0001806925,0.2888676,0.002676345,0.02264638,0.002020844],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0735654,0.00005170255,0.003278456,0.00693917,0.0006145092,0.0007484791,0.00001269038,0.0004626419,0.914327],"genre_scores_gemma":[0.9883997,0.00002767448,0.009894856,0.0007127063,0.00003500583,0.00003051166,0.000007378271,0.00001667529,0.0008754842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9148343,"threshold_uncertainty_score":0.9265602,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002039179,0.0002046644,0.0005261098,0.00009966311,0.0001118384,0.0000527497,0.0008925594,0.0001399502,0.000005967088],"category_scores_gemma":[0.0008245539,0.0001772855,0.0001938693,0.0003498794,0.0007074619,0.000243957,0.0002380616,0.000184761,0.000003237455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189221,"about_ca_system_score_gemma":0.0002762641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009657254,"about_ca_topic_score_gemma":0.00002062327,"domain_scores_codex":[0.9973853,0.000282227,0.0008491806,0.0005903699,0.0005045649,0.0003884203],"domain_scores_gemma":[0.9964753,0.001862994,0.0003609081,0.0008599008,0.0003054711,0.0001354168],"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":[0.0002685699,0.0002302096,0.0001284964,0.00006128968,0.00002769336,0.000004506544,0.0001269809,0.000006101631,0.8764921,0.1217916,0.0004083434,0.0004540466],"study_design_scores_gemma":[0.006622194,0.007168518,0.2005388,0.0002630912,0.0001348003,0.00003476239,0.00007365314,0.0009706307,0.7490549,0.02839799,0.005605076,0.001135548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007043374,0.00002709582,0.5219937,0.002424971,0.0004113034,0.0009054467,0.0002679645,0.0002244659,0.4667017],"genre_scores_gemma":[0.8132585,0.000007420706,0.1863803,0.0001156494,0.00006588906,0.00003207826,0.00001052139,0.0000124507,0.0001172413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8062151,"threshold_uncertainty_score":0.7229491,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002051238,0.0002894302,0.0004282267,0.0000612579,0.00007648649,0.00002060485,0.0004522352,0.0003129247,0.00004557003],"category_scores_gemma":[0.00009310483,0.0002390345,0.00015088,0.0003046311,0.0002634315,0.0000926085,0.00006599373,0.0003250922,0.00002506986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705363,"about_ca_system_score_gemma":0.00005572653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001296269,"about_ca_topic_score_gemma":0.00002240202,"domain_scores_codex":[0.9984536,0.00001278939,0.0003918181,0.0004392914,0.00019684,0.0005056636],"domain_scores_gemma":[0.9985024,0.0004542199,0.00007911921,0.0008027737,0.00008158266,0.00007995694],"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":[0.00007135855,0.00009229435,0.001457232,0.0002272494,0.0000482167,5.369288e-7,0.00002251512,0.0004145465,0.9949365,0.001920942,0.0007081429,0.0001004909],"study_design_scores_gemma":[0.001115949,0.0008164775,0.00667707,0.0001668448,0.00009163703,0.00001948726,0.0001305202,0.00001259001,0.8965349,0.0001526607,0.09359365,0.0006882318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8272169,0.0007054543,0.0002208042,0.001689569,0.0001725141,0.003029476,0.0001246569,0.002723833,0.1641168],"genre_scores_gemma":[0.9976615,0.0001284854,0.0007570846,0.00007894295,0.0000239915,0.0008080174,0.00001690499,0.00006856305,0.0004565347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704446,"threshold_uncertainty_score":0.9747542,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001608877,0.0002122677,0.0005085897,0.0001253098,0.00003433855,0.00000666954,0.0002963397,0.0002293688,0.00001698696],"category_scores_gemma":[0.00008854641,0.0001988416,0.0001872289,0.0003064788,0.0003913936,0.00005214342,0.00004867654,0.0002398928,0.000002795964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023413,"about_ca_system_score_gemma":0.00001689766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001788383,"about_ca_topic_score_gemma":0.000006712132,"domain_scores_codex":[0.9984361,0.00002578741,0.000603614,0.000218758,0.0002682849,0.0004474368],"domain_scores_gemma":[0.9992291,0.0001299676,0.000114737,0.000390233,0.00006456313,0.0000713497],"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":[0.0000316044,0.0001449888,0.001591654,0.0001084003,0.00006477682,0.000002802038,0.00002911833,0.0005354502,0.9963132,0.0004167568,0.0001192526,0.0006419688],"study_design_scores_gemma":[0.0004919957,0.00037168,0.001372223,0.0001007945,0.00009124605,0.0000137502,0.00003004186,0.0001616063,0.9970033,0.00003689485,0.0001394372,0.0001870996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867474,0.002613825,0.00007786178,0.0002601555,0.00004859986,0.0002088532,0.00001485035,0.0004007217,0.009627759],"genre_scores_gemma":[0.9984521,0.001017366,0.0004388959,0.00001257808,0.00001821718,0.00001307589,0.00000134105,0.00003616999,0.00001025544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01170473,"threshold_uncertainty_score":0.8108524,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003378344,0.0004003333,0.0004999923,0.0001926251,0.00006134759,0.00004810068,0.0008199353,0.0003232883,0.00005217061],"category_scores_gemma":[0.0001619461,0.0003667496,0.0002547044,0.0006284846,0.0001625035,0.00004121583,0.0001711043,0.0006564875,0.00006951171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004190779,"about_ca_system_score_gemma":0.00006820729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001730402,"about_ca_topic_score_gemma":0.000005500621,"domain_scores_codex":[0.9973071,0.00005179102,0.000651341,0.0004962874,0.0007091134,0.0007844142],"domain_scores_gemma":[0.9985004,0.0001057306,0.00007670071,0.0008996269,0.0001041487,0.0003133778],"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":[0.0000370261,0.0002490429,0.0003727422,0.00008745549,0.00004795404,0.00004550439,0.00007639344,0.003225369,0.9942883,0.001260357,0.0001690308,0.0001407922],"study_design_scores_gemma":[0.000561194,0.0003319487,0.006931479,0.000166846,0.000038921,0.00001564108,0.00002053474,0.0003214801,0.9879713,0.00001046243,0.003199074,0.0004311409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7424448,0.0005561064,0.0000394632,0.001426494,0.0002626254,0.0006654786,0.00001436174,0.001232798,0.2533579],"genre_scores_gemma":[0.9990923,0.0001503037,0.0003440016,0.0001293876,0.00005840525,0.000023288,0.00001360264,0.00008249486,0.0001061648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2566476,"threshold_uncertainty_score":0.9998785,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002143657,0.000304638,0.0004589024,0.0000857298,0.0001989015,0.00003740276,0.0003447789,0.0001687532,0.0007524589],"category_scores_gemma":[0.00005591136,0.0003098816,0.0002264451,0.0002283223,0.0001989375,0.0001373147,0.0002184698,0.000331113,0.00001380804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444543,"about_ca_system_score_gemma":0.0000276852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000850252,"about_ca_topic_score_gemma":0.00001526473,"domain_scores_codex":[0.9982109,0.00003385903,0.0004501805,0.0004249596,0.0003989858,0.0004810787],"domain_scores_gemma":[0.9990596,0.0002764549,0.00009388543,0.0003305839,0.00005547079,0.0001840261],"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":[0.00003364465,0.0001773756,0.0009089617,0.00007634139,0.0001227923,0.000009446785,0.000139837,0.00116389,0.9946593,0.0006223673,0.002061679,0.00002437905],"study_design_scores_gemma":[0.01524973,0.005307362,0.1017894,0.000643708,0.001534363,0.0001474341,0.002966151,0.0005541411,0.203087,0.0004047372,0.6622761,0.00603991],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8190016,0.0005320461,0.000002385207,0.0004512057,0.0005123785,0.000848231,0.0003741654,0.0004812526,0.1777967],"genre_scores_gemma":[0.9986412,0.0001305172,0.00002299362,0.0003310284,0.00003270193,0.0001503085,0.00006266972,0.00006964059,0.0005589208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7915723,"threshold_uncertainty_score":0.9999353,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001531728,0.000130753,0.0002096808,0.00003209872,0.0005039847,0.0001405651,0.0003030604,0.00005825097,0.000004052748],"category_scores_gemma":[0.00001862538,0.0001115585,0.00009206212,0.00007226217,0.0001423996,0.000244769,0.0001116771,0.00008772709,0.00000156577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002178157,"about_ca_system_score_gemma":0.0000213751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001737071,"about_ca_topic_score_gemma":0.00002100656,"domain_scores_codex":[0.9991111,0.000008585964,0.0002369557,0.0002947301,0.0001268482,0.0002217775],"domain_scores_gemma":[0.9991391,0.00007997965,0.0001968609,0.0004482314,0.00005548204,0.0000803681],"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":[0.00001178939,0.00007252457,0.01534923,0.00003566908,0.00001642037,1.243988e-7,0.00002690125,0.000041461,0.9713668,0.01241612,0.0003980316,0.0002649568],"study_design_scores_gemma":[0.003455879,0.001161356,0.2351633,0.0007305579,0.0004236675,0.00001507048,0.001255577,0.0008370556,0.3367612,0.001422323,0.41693,0.001844016],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6468842,0.0001731848,0.000408673,0.02636007,0.0005663129,0.00361662,0.0003633354,0.0002611474,0.3213664],"genre_scores_gemma":[0.9991975,0.00001256993,0.00004939382,0.00003234358,0.0001332065,0.0003664802,0.0000174161,0.00001217596,0.0001788692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6346056,"threshold_uncertainty_score":0.4549224,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002005419,0.0001594331,0.0003229198,0.0001167805,0.00007237437,0.000009123596,0.0001210707,0.000320237,0.00004420969],"category_scores_gemma":[0.00003962548,0.0001488678,0.0001516321,0.0002628116,0.00009653148,0.0001413841,0.00002804822,0.0002128199,0.00001949346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008052085,"about_ca_system_score_gemma":0.00002756878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006462525,"about_ca_topic_score_gemma":0.000002851496,"domain_scores_codex":[0.998836,0.00004375607,0.0004907327,0.000183032,0.000264908,0.000181555],"domain_scores_gemma":[0.9993921,0.00006840314,0.0001093765,0.0002728744,0.0000804383,0.00007684219],"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":[0.00001248636,0.00002594147,0.000110097,0.00003267767,0.00001676093,0.000004437643,0.00003713158,0.002881736,0.9959157,0.00004114265,0.00063478,0.0002871044],"study_design_scores_gemma":[0.0006176204,0.0003324782,0.001473067,0.00007301203,0.00002470937,0.00004381599,0.00004074229,0.001848512,0.9890227,0.000004266026,0.006275415,0.0002436742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836436,0.0002750508,0.0004778894,0.00009103583,0.001719595,0.0005723489,0.00003203779,0.0005303381,0.1126581],"genre_scores_gemma":[0.9992039,0.0002354887,0.0001767062,0.00001817735,0.0002019601,0.00001248665,0.00001309242,0.00002722648,0.0001109128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155603,"threshold_uncertainty_score":0.6070653,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050781,0.0001920816,0.0003789396,0.0001322259,0.00004670633,0.00001445001,0.0002323961,0.0001845652,0.000002315328],"category_scores_gemma":[0.0005773987,0.000179307,0.0001050928,0.0002819006,0.0001296101,0.0001334333,0.00005739761,0.0001503772,0.000001781832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895003,"about_ca_system_score_gemma":0.00002175671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009354772,"about_ca_topic_score_gemma":0.0000177226,"domain_scores_codex":[0.9985349,0.00002091576,0.000487472,0.0002418244,0.0004092516,0.0003056667],"domain_scores_gemma":[0.9990454,0.00009637658,0.0001208284,0.000403014,0.0002846432,0.00004969907],"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":[0.00004108675,0.00006659351,0.0002118212,0.0003660045,0.00003991081,2.903255e-7,0.00001277819,0.03038593,0.9624473,0.005898542,0.0003604338,0.000169309],"study_design_scores_gemma":[0.001408958,0.0006151316,0.001219398,0.0005122665,0.0001186316,0.000004686085,0.0001479161,0.007811992,0.9593871,0.0003374476,0.02793333,0.0005031559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05605124,0.000979536,0.5237111,0.001636407,0.00181872,0.007742327,0.0006328394,0.00988057,0.3975472],"genre_scores_gemma":[0.9968769,0.00004732194,0.00282596,0.000007234883,0.00003501017,0.0001054923,0.00002074549,0.00004677676,0.00003453807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9408257,"threshold_uncertainty_score":0.7311926,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002035499,0.0002405659,0.0003513957,0.00009626136,0.0001248649,0.00001610609,0.0004555955,0.0001961142,0.000002694313],"category_scores_gemma":[0.00003125482,0.000194509,0.0001133798,0.0003966501,0.0002772354,0.00007650531,0.00007591493,0.0002116129,0.000002113608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006951367,"about_ca_system_score_gemma":0.00001188551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003912052,"about_ca_topic_score_gemma":0.00009986808,"domain_scores_codex":[0.998659,0.00001208417,0.000516918,0.0002747005,0.000204135,0.0003331774],"domain_scores_gemma":[0.9989887,0.0002668377,0.0001014548,0.0005284408,0.00005416759,0.00006042234],"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":[0.00002689196,0.00005832101,0.001322206,0.00027258,0.00001568129,2.439211e-7,0.00004209109,0.01110589,0.9859146,0.0004750564,0.0005723494,0.0001940108],"study_design_scores_gemma":[0.0009080992,0.0002056064,0.01295806,0.0001705247,0.0001363463,0.000007430102,0.0001287973,0.0004843987,0.9361344,0.00005283888,0.0483373,0.0004761938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8594602,0.001367075,0.0006933269,0.003415724,0.0001615601,0.003676009,0.0002144735,0.001649938,0.1293617],"genre_scores_gemma":[0.9977393,0.0002423874,0.001111544,0.00009956517,0.00003225288,0.0006472401,0.00001866433,0.00005301936,0.00005602962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1382791,"threshold_uncertainty_score":0.7931845,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002727407,0.0005503873,0.0007492137,0.0001697475,0.0001297977,0.0000591087,0.000672394,0.0005547879,0.00005536772],"category_scores_gemma":[0.0001760992,0.0005253163,0.000292701,0.0004049501,0.0003593871,0.000315248,0.0001418551,0.0005549556,0.00002341319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002138638,"about_ca_system_score_gemma":0.00002564152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003962632,"about_ca_topic_score_gemma":0.0003230814,"domain_scores_codex":[0.9971461,0.00006516189,0.0008249372,0.0005685687,0.0004757918,0.0009193898],"domain_scores_gemma":[0.9983209,0.0002585676,0.0001464541,0.001014241,0.0000470744,0.0002128138],"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":[0.0000435857,0.0001843593,0.001585668,0.0001597436,0.00005855712,0.00001196442,0.0001035671,0.009884522,0.9867961,0.0008172162,0.0001932448,0.0001615048],"study_design_scores_gemma":[0.002002239,0.0006124586,0.004394743,0.0004476868,0.0002839783,0.00007737934,0.0003842558,0.004405128,0.956652,0.0002308989,0.02881287,0.001696289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341861,0.0003354524,0.0001409114,0.0004041119,0.0004250693,0.000439953,0.000111732,0.003941697,0.06001494],"genre_scores_gemma":[0.998785,0.0001066053,0.0006799896,0.0001229003,0.00006753494,0.00003220086,0.00003768584,0.0001343899,0.00003375038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06459881,"threshold_uncertainty_score":0.9997199,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003683284,0.0001568256,0.0003564034,0.0002285801,0.00006982538,0.00001089743,0.0001275531,0.0004301123,0.00000416556],"category_scores_gemma":[0.0006030484,0.0001460844,0.00007058171,0.0004392051,0.0001417301,0.00004586403,0.0000195844,0.0003433701,6.943442e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006931253,"about_ca_system_score_gemma":0.00005138821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009734612,"about_ca_topic_score_gemma":0.00007283773,"domain_scores_codex":[0.9988159,0.00001689292,0.0005099839,0.0001996888,0.0002662915,0.0001912484],"domain_scores_gemma":[0.9990526,0.0001754207,0.0001279152,0.0002246442,0.0003537839,0.00006556688],"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":[0.00003565763,0.00005679042,0.001781736,0.0001127382,0.00002430689,3.927947e-7,0.00003227051,0.000316908,0.9942583,0.003064128,0.0001163191,0.0002004027],"study_design_scores_gemma":[0.001031252,0.0006202158,0.006200381,0.0001266401,0.00005794374,0.0000312912,0.00007534779,0.0002184268,0.9875541,0.0005000332,0.003297359,0.000287004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659483,0.0002275824,0.000721356,0.0004328055,0.000910126,0.001795646,0.0000250308,0.001048158,0.02889099],"genre_scores_gemma":[0.9995598,0.00006990198,0.0001225779,0.000005787871,0.0000790136,0.0001272169,0.000003072573,0.00002804633,0.000004611877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03361146,"threshold_uncertainty_score":0.5957147,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001644155,0.0003164811,0.0004896171,0.00007405583,0.0001409918,0.00004929973,0.0004125714,0.0001222206,0.0006308347],"category_scores_gemma":[0.00001265659,0.000271507,0.0002261366,0.0002321553,0.00007780156,0.0001603374,0.00005496167,0.0001816349,0.00004067986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000563348,"about_ca_system_score_gemma":0.00003491591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002051125,"about_ca_topic_score_gemma":0.00001346714,"domain_scores_codex":[0.9981919,0.00002792708,0.0005344719,0.0004260656,0.0002430044,0.0005766324],"domain_scores_gemma":[0.9989885,0.0001225514,0.0002759839,0.0003929775,0.00009293816,0.0001270527],"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":[0.00005744588,0.0002418625,0.005265004,0.0000993353,0.00005707419,4.968577e-7,0.00003083663,0.0001001213,0.9907518,0.001822436,0.001439402,0.0001341928],"study_design_scores_gemma":[0.0009159319,0.000380824,0.00575314,0.00008148664,0.0001237227,0.000001964733,0.00003230722,0.0001733403,0.9741486,0.00006230184,0.01786645,0.0004599725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504609,0.0002545001,0.000004355632,0.0005218202,0.0002323298,0.0006194641,0.00007761333,0.0001105115,0.04771854],"genre_scores_gemma":[0.998014,0.00008956094,0.000113852,0.0002088434,0.0002013206,0.0001786573,0.00005946993,0.00004903085,0.001085278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04755312,"threshold_uncertainty_score":0.9999737,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002304462,0.000249351,0.0005839587,0.00008988872,0.00008721702,0.00008641204,0.001005868,0.0001566656,0.00000729015],"category_scores_gemma":[0.001192386,0.0002367587,0.0002690727,0.0007448252,0.0001042385,0.0004486042,0.0004030683,0.0003160422,0.000009164793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001740846,"about_ca_system_score_gemma":0.0002295575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001452129,"about_ca_topic_score_gemma":0.00005106053,"domain_scores_codex":[0.9967812,0.0005496998,0.0008729714,0.0007703763,0.0005676037,0.0004581563],"domain_scores_gemma":[0.9975296,0.001200362,0.0003087924,0.0005834601,0.0002093378,0.0001684451],"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":[0.0001055728,0.0001644443,0.0004680201,0.0001302837,0.00002301291,0.000005260115,0.0007951812,0.0001472696,0.9841676,0.01330972,0.00007503336,0.0006085999],"study_design_scores_gemma":[0.006671004,0.004570476,0.06372043,0.0003194523,0.0001244623,0.00001625662,0.001108655,0.01847974,0.8955996,0.006200185,0.001395865,0.001793866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05029326,0.0002372219,0.593111,0.1022998,0.0005305018,0.005976246,0.0001406126,0.001612596,0.2457987],"genre_scores_gemma":[0.8903204,0.000007918906,0.1079113,0.001500574,0.00004111441,0.0001448135,0.00001325483,0.00001950533,0.00004108272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8400272,"threshold_uncertainty_score":0.965474,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009544186,0.0003490968,0.0004151598,0.0001678398,0.00007398613,0.00002267673,0.0004682239,0.0002736857,0.00004200936],"category_scores_gemma":[0.00004127639,0.0002814466,0.0001157237,0.0004149344,0.0002681937,0.0001033197,0.0000667806,0.0005354664,0.0000359444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119003,"about_ca_system_score_gemma":0.00004236987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002054658,"about_ca_topic_score_gemma":0.00003979883,"domain_scores_codex":[0.9984118,0.00001733047,0.0003595603,0.0003476914,0.0002478124,0.0006158358],"domain_scores_gemma":[0.9991598,0.000106693,0.00007307227,0.0005226826,0.00004438271,0.00009332993],"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":[0.00007281659,0.0000657948,0.0004507392,0.00006296376,0.00006721952,0.000007437409,0.00004238486,0.0007672382,0.9960121,0.001109478,0.0006942181,0.0006476109],"study_design_scores_gemma":[0.0004195019,0.0004138333,0.001967259,0.0001080411,0.00005653016,0.00008879085,0.00003990348,0.00001108178,0.9819935,0.00002939234,0.01449288,0.0003793154],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7965603,0.001986374,0.00005483873,0.001444562,0.00008190295,0.0004355253,0.00002366507,0.00399103,0.1954218],"genre_scores_gemma":[0.9977964,0.001191211,0.0004646303,0.0000326127,0.00005449641,0.00004651569,0.00001724079,0.00007320636,0.0003236831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2012361,"threshold_uncertainty_score":0.9999638,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001710649,0.0002087387,0.0003639661,0.0001179565,0.0000179446,0.00002147864,0.0001576423,0.0001896078,0.00004873239],"category_scores_gemma":[0.00005019626,0.0001782062,0.0001378476,0.0003470231,0.0001008865,0.0001409399,0.00003895007,0.0002780646,0.00001758994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432168,"about_ca_system_score_gemma":0.00001648695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007542654,"about_ca_topic_score_gemma":0.00008952702,"domain_scores_codex":[0.9986225,0.00002671564,0.0004650477,0.0002502968,0.0003543584,0.000281093],"domain_scores_gemma":[0.9994126,0.0001795105,0.00003303951,0.0002678823,0.00002744961,0.0000795152],"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":[0.00002693698,0.00009674412,0.003226771,0.0003536714,0.00004490889,0.00001036118,0.00005514994,0.01417439,0.9801252,0.001733584,0.00004425215,0.0001079727],"study_design_scores_gemma":[0.001336034,0.000415665,0.545107,0.002609928,0.0002321336,0.00001940544,0.000336313,0.003894181,0.4370021,0.0004262258,0.007432078,0.001188904],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8953286,0.001109119,0.00003587363,0.0006652143,0.0006251901,0.0003196016,0.0000263028,0.0003875357,0.1015026],"genre_scores_gemma":[0.9992344,0.0004081327,0.0001055799,0.0000129454,0.00004054793,0.00002510896,0.000007488545,0.00004680398,0.000118971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5431231,"threshold_uncertainty_score":0.7267038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}