{"meta":{"query_hash":"a5cec4742808","filters":{"venue":"Information Display"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a5cec4742808","api":"https://metacan.xera.ac/api/v1/cohort?venue=Information+Display"},"results":[{"id":"W2907177465","doi":"10.1002/j.2637-496x.2013.tb00643.x","title":"I‐Zone and Best‐in‐Show Winners","year":2013,"lang":"en","type":"article","venue":"Information Display","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Best practice; Visual arts; Business; Art history; Art; Management; Economics","score_opus":0.0055779851948130794,"score_gpt":0.18797381582562825,"score_spread":0.18239583063081516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907177465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811262,0.000023889175,0.003949884,0.00020087112,0.000075795,0.00009591604,0.0000037743168,0.00037487858,0.014148805],"genre_scores_gemma":[0.9991972,0.000031200285,0.0006095234,0.00003012104,0.000007407383,0.000025358959,0.000008914906,0.0000031866189,0.00008708591],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996925,0.0000021374146,0.00011698695,0.00003150087,0.000047414986,0.000109468485],"domain_scores_gemma":[0.99985343,0.000019993862,0.000015205062,0.000079998,0.000012972992,0.000018405635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003241992,0.0000634437,0.000055914003,0.00010056587,0.000020465233,0.000050237377,0.00005580982,0.000047500198,0.00005168443],"category_scores_gemma":[0.000028675506,0.000057143865,0.000008744663,0.000056422592,0.000025413095,0.00069689314,0.000026726973,0.00008967188,0.00035582855],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032580558,0.00001692837,0.006758168,0.00023706873,0.00003095982,0.0000018638507,0.0025406247,0.018469645,0.0004400746,0.005093231,0.020954015,0.9454542],"study_design_scores_gemma":[0.0014907564,0.00010763952,0.4221904,0.00027057918,0.000014964594,0.000035738132,0.005821544,0.20476569,0.04635192,0.0042914995,0.3134921,0.0011671934],"about_ca_topic_score_codex":0.000028576138,"about_ca_topic_score_gemma":0.0000030453873,"teacher_disagreement_score":0.94428694,"about_ca_system_score_codex":0.00001626112,"about_ca_system_score_gemma":0.000001650693,"threshold_uncertainty_score":0.4573575},"labels":[],"label_agreement":null},{"id":"W2907464088","doi":"10.1002/j.2637-496x.2009.tb00157.x","title":"Going Viral, Getting Passionate","year":2009,"lang":"en","type":"article","venue":"Information Display","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Library science","score_opus":0.008496317934508503,"score_gpt":0.21209477575091717,"score_spread":0.20359845781640867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907464088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58576244,0.000022635999,0.010246636,0.0076257302,0.0008913379,0.0002977424,0.0000040130762,0.00046564848,0.39468384],"genre_scores_gemma":[0.98901856,0.0000028073748,0.00019671337,0.010048064,0.0004670408,0.0000053238327,0.00018945217,0.0000043489104,0.00006767766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922997,0.0000015580857,0.00033076634,0.00006908724,0.00019153023,0.00017706343],"domain_scores_gemma":[0.9994305,0.000007086229,0.00025663094,0.000112358364,0.00018799471,0.0000054710563],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016010155,0.000105667576,0.000083245,0.00020134065,0.00021418135,0.00062028854,0.00011535799,0.00005026561,0.0001492674],"category_scores_gemma":[0.00006115535,0.00009021518,0.00003239248,0.00042412354,0.000011903452,0.010761329,0.000031719734,0.00008345484,0.0009469475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028368846,0.000028437858,0.0019129085,0.00010192419,0.0000060366574,0.0000012541507,0.00008550234,0.00083455874,0.0006167737,0.8007881,0.027683258,0.1679129],"study_design_scores_gemma":[0.00059979525,0.000010526209,0.10410803,0.00009272689,0.000012898232,0.0000029748896,0.00029009613,0.05926465,0.00008618763,0.011507291,0.82366735,0.00035749984],"about_ca_topic_score_codex":0.000024170931,"about_ca_topic_score_gemma":0.0000013104045,"teacher_disagreement_score":0.7959841,"about_ca_system_score_codex":0.000018433846,"about_ca_system_score_gemma":0.000011452668,"threshold_uncertainty_score":0.9998309},"labels":[],"label_agreement":null},{"id":"W2907711078","doi":"10.1002/j.2637-496x.2013.tb00607.x","title":"SID, an International Society","year":2013,"lang":"en","type":"article","venue":"Information Display","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Computer science; Political science; Media studies; Sociology","score_opus":0.007568714258542674,"score_gpt":0.2460114133064542,"score_spread":0.23844269904791154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907711078","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20426075,0.000004249014,0.61182135,0.0023685547,0.0016412663,0.00030625597,0.000015867081,0.00008902135,0.1794927],"genre_scores_gemma":[0.9903519,0.0000050967474,0.004238759,0.0049147746,0.000059288788,0.000034703953,0.00008790062,0.000002363619,0.00030516766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993883,0.000009598205,0.0001809207,0.0000874932,0.00019437367,0.00013933668],"domain_scores_gemma":[0.99934137,0.000020293282,0.00008841868,0.00023141307,0.00025682236,0.00006166031],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006839033,0.000077093886,0.0000516116,0.000051929346,0.000083359715,0.00040630635,0.000602285,0.000036460075,0.00027338762],"category_scores_gemma":[0.000019090123,0.00006672199,0.00006717621,0.00009847393,0.00001731425,0.018564524,0.00010365727,0.000080558,0.0034092397],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017514361,0.00025371517,0.0074749403,0.00003160611,0.00019106746,0.0000018296128,0.031986106,0.00056410505,0.025793158,0.55998296,0.3004415,0.07326151],"study_design_scores_gemma":[0.0009220677,0.00014690182,0.27124807,0.000023679268,0.000006017662,0.000033737244,0.0025565187,0.4312242,0.012642071,0.0020658975,0.27857792,0.00055291253],"about_ca_topic_score_codex":0.00004505905,"about_ca_topic_score_gemma":5.7625226e-7,"teacher_disagreement_score":0.7860912,"about_ca_system_score_codex":0.000045324035,"about_ca_system_score_gemma":0.000027845304,"threshold_uncertainty_score":0.9973667},"labels":[],"label_agreement":null},{"id":"W2908029527","doi":"10.1002/j.2637-496x.2017.tb00982.x","title":"Q&A with IRYStec","year":2017,"lang":"en","type":"article","venue":"Information Display","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Software; Visual arts; Perception; Computer graphics (images); Computer science; Telecommunications; Art; Multimedia; Art history; Advertising; Operating system; Psychology; Business; Neuroscience","score_opus":0.023498951393938542,"score_gpt":0.2835935291182944,"score_spread":0.26009457772435585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908029527","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036843967,0.0000024386495,0.8921777,0.0020947007,0.00006392223,0.00012208134,0.000006739533,0.00008063951,0.068607785],"genre_scores_gemma":[0.99183404,0.0000030112533,0.0074334955,0.0004418604,0.000014594499,0.000018009303,0.000010460663,0.0000014897532,0.0002430254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953324,0.0000046427826,0.00012238466,0.000058704994,0.00016817196,0.00011288674],"domain_scores_gemma":[0.99879766,0.000012156168,0.00016026842,0.0008908964,0.000068964066,0.000070040725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111516965,0.000056030975,0.000052271607,0.000039381564,0.00037619998,0.00087011606,0.00071319274,0.000024640123,0.0000095913965],"category_scores_gemma":[0.000055425942,0.000040222716,0.000015180765,0.000055387918,0.000035204546,0.0050162245,0.000102245125,0.000045544028,0.0007470669],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009572013,0.00002916088,0.0013695591,0.000022048838,0.000014083293,5.729365e-7,0.0026132255,0.00021340641,0.00006410459,0.7625399,0.0080013005,0.22512305],"study_design_scores_gemma":[0.0005972019,0.00007082868,0.17789459,0.00003204226,0.000004134287,0.000033070468,0.000058660036,0.014173708,0.00038213434,0.0018788445,0.8046336,0.00024116892],"about_ca_topic_score_codex":0.000069426744,"about_ca_topic_score_gemma":0.000025839223,"teacher_disagreement_score":0.9549901,"about_ca_system_score_codex":0.00001707756,"about_ca_system_score_gemma":0.000041093288,"threshold_uncertainty_score":0.96022826},"labels":[],"label_agreement":null},{"id":"W2916455661","doi":"10.1002/j.2637-496x.2013.tb00644.x","title":"Display Week 2013 Review: Touch Technology","year":2013,"lang":"en","type":"article","venue":"Information Display","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Gesture; Computer graphics (images); State (computer science); Capacitive sensing; Motion (physics); Computer science; Visual arts; Human–computer interaction; Art; Multimedia; Artificial intelligence; Physics; Operating system; Optics","score_opus":0.005326026293489615,"score_gpt":0.22082166715503027,"score_spread":0.21549564086154066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916455661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7119715,0.019486919,0.019043026,0.028072754,0.003476456,0.0069191814,0.00017285887,0.0074163466,0.20344092],"genre_scores_gemma":[0.9930348,0.0040667006,0.00088210776,0.00068041653,0.00008476602,0.00033020234,0.00010428945,0.000036460122,0.00078028766],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987171,0.000013271679,0.00048126435,0.00009202538,0.00030597503,0.0003903459],"domain_scores_gemma":[0.9992079,0.000048309324,0.0000595221,0.00043110206,0.0001473482,0.000105775114],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014226834,0.00016973367,0.00019692356,0.00024578482,0.00006847345,0.000102736565,0.00036682014,0.00014511442,0.001390851],"category_scores_gemma":[0.00015141028,0.00014634477,0.000048880313,0.00053967396,0.000047387275,0.0017776786,0.000087497254,0.00030500203,0.019237516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022858583,0.000032083877,0.0012176052,0.0020994456,0.00007353768,0.000002126603,0.00050550717,0.00021393428,0.0022182942,0.0024990754,0.9656848,0.025451334],"study_design_scores_gemma":[0.00050966407,0.00006440172,0.0021213714,0.00069950375,0.000022300726,0.000048525762,0.00023372288,0.03835449,0.017219258,0.00012615944,0.9400355,0.00056505797],"about_ca_topic_score_codex":0.000028243949,"about_ca_topic_score_gemma":0.0000029418152,"teacher_disagreement_score":0.28106323,"about_ca_system_score_codex":0.000102568796,"about_ca_system_score_gemma":0.00002328429,"threshold_uncertainty_score":0.99952203},"labels":[],"label_agreement":null},{"id":"W2938827201","doi":"10.1002/msid.1006","title":"Solving Challenges and Improving the Performance of Automotive Displays","year":2019,"lang":"en","type":"article","venue":"Information Display","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rendering (computer graphics); Perception; Officer; Automotive industry; Computer science; Software; Information display; Human–computer interaction; Multimedia; Engineering; Computer graphics (images); Psychology; Operating system; Political science","score_opus":0.009441807547636792,"score_gpt":0.23091136062677542,"score_spread":0.22146955307913863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938827201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.692703,0.00029761405,0.30385193,0.0002757357,0.00021270967,0.0003038157,0.0000023450393,0.0001477505,0.002205104],"genre_scores_gemma":[0.9982205,0.00031853496,0.0012700802,0.00015800467,0.000008239461,0.000008077574,0.0000022104114,0.0000021965188,0.000012166612],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939865,0.00001841436,0.0002255318,0.000086758984,0.00016819603,0.00010245494],"domain_scores_gemma":[0.9993277,0.00006821243,0.00017597493,0.00027621363,0.00012882888,0.000023068505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030384108,0.000074947304,0.000086088214,0.000102590086,0.000072899784,0.00009750236,0.0003539912,0.000032033397,0.000002700408],"category_scores_gemma":[0.000015183394,0.000051676492,0.000025013838,0.00013935077,0.000029349103,0.0019905278,0.00024068718,0.000065707056,0.0000092460195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029889118,0.000012592795,0.0026716457,0.00019736242,0.00001051661,7.21355e-8,0.010613854,0.00008148716,0.000106816355,0.857593,0.000056567605,0.12865308],"study_design_scores_gemma":[0.00015326476,0.00012238619,0.05784592,0.000060941173,0.000002457436,0.0000062642935,0.00017590424,0.9364535,0.003115905,0.00045660156,0.0014962861,0.00011056172],"about_ca_topic_score_codex":0.000005655813,"about_ca_topic_score_gemma":8.06771e-7,"teacher_disagreement_score":0.93637204,"about_ca_system_score_codex":0.000008029265,"about_ca_system_score_gemma":0.000020196827,"threshold_uncertainty_score":0.21073061},"labels":[],"label_agreement":null},{"id":"W2990617962","doi":"10.1002/msid.1070","title":"LG DISPLAY DOUBLES DOWN ON OLED","year":2019,"lang":"en","type":"article","venue":"Information Display","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Competition (biology); OLED; Quarter (Canadian coin); Business; China; Earnings; Monopoly; Liquid-crystal display; Advertising; Telecommunications; Engineering; Finance; Economics; Computer science; Market economy; Political science; Nanotechnology; Law","score_opus":0.007054285411673301,"score_gpt":0.18385232068148333,"score_spread":0.17679803526981003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990617962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66790205,0.0000014893033,0.000054742657,0.00008993784,0.00045193033,0.00015917802,0.000005541729,0.0000656683,0.33126947],"genre_scores_gemma":[0.9949044,0.0000017051553,0.00001438299,0.00384375,0.00020304957,0.000009074429,0.00030927407,0.000009179289,0.0007051695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992358,2.725277e-7,0.00031236012,0.000095573945,0.00014454706,0.00021143093],"domain_scores_gemma":[0.9995065,0.00001917738,0.00020439962,0.00020763221,0.000048668437,0.0000136782555],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00012684669,0.00014036869,0.00013411127,0.00017882267,0.00007943731,0.0013069275,0.0001779523,0.00005836229,0.00063062354],"category_scores_gemma":[0.000021165008,0.00011236697,0.00006876017,0.00013386668,0.000014530329,0.018486932,0.00007766601,0.00007746522,0.034740906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019397076,0.00007311873,0.015933147,0.0002745542,0.000039249557,0.0000010361294,0.00018648202,0.006033579,0.000026642012,0.93538374,0.01964075,0.022213748],"study_design_scores_gemma":[0.002092662,0.000035625577,0.03518356,0.00010479519,0.000020706251,0.0000026162716,0.0012497508,0.034303457,0.00007080879,0.006509422,0.91978097,0.00064562395],"about_ca_topic_score_codex":0.000057082885,"about_ca_topic_score_gemma":0.000015217088,"teacher_disagreement_score":0.9288743,"about_ca_system_score_codex":0.000028427261,"about_ca_system_score_gemma":0.000009447935,"threshold_uncertainty_score":0.9997298},"labels":[],"label_agreement":null},{"id":"W4229885853","doi":"10.1002/j.2637-496x.2009.tb00122.x","title":"Index to Advertisers","year":2009,"lang":"en","type":"article","venue":"Information Display","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IGNIS Innovation (Canada); Microsemi (Canada)","funders":"","keywords":"Index (typography); Computer science; Information retrieval; Citation; World Wide Web; Advertising; Business","score_opus":0.014630370124518396,"score_gpt":0.2004210449074007,"score_spread":0.1857906747828823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229885853","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02404684,0.000034059434,0.005625209,0.0009460243,0.0009094016,0.00013234514,0.00016825843,0.000047625337,0.96809024],"genre_scores_gemma":[0.96575785,0.000015040077,0.00020727438,0.0026386592,0.000025383928,0.0000026717196,0.000011853555,0.0000019090564,0.031339344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994596,0.000001206244,0.00028063348,0.00009446952,0.000018579654,0.00014546422],"domain_scores_gemma":[0.99968475,0.0000054307347,0.00009623838,0.00013310254,0.000014745292,0.00006570458],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014776885,0.00005943805,0.00011347915,0.00018509135,0.0000727767,0.00007043769,0.00012496568,0.00002732726,0.0016828377],"category_scores_gemma":[0.000040767107,0.000068585214,0.00004079784,0.00015875194,0.000012859507,0.0009248135,0.00002181495,0.000031204938,0.06137554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024236777,0.000020966305,0.0065758512,0.0000054917846,0.0000186943,5.352226e-7,0.0028839032,0.0013375473,0.000001488133,0.49589276,0.48133358,0.011904942],"study_design_scores_gemma":[0.00022314693,0.000017968721,0.050912283,0.0000032835972,7.2261497e-7,5.1364157e-7,0.00037776702,0.0012054312,0.0000046406126,0.0014359863,0.9457093,0.00010893964],"about_ca_topic_score_codex":0.000022250138,"about_ca_topic_score_gemma":0.0000014748582,"teacher_disagreement_score":0.941711,"about_ca_system_score_codex":0.00005420579,"about_ca_system_score_gemma":0.000005104018,"threshold_uncertainty_score":0.9992298},"labels":[],"label_agreement":null},{"id":"W4234678474","doi":"10.1002/j.2637-496x.2009.tb00106.x","title":"Sustaining Members","year":2009,"lang":"en","type":"article","venue":"Information Display","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada); IGNIS Innovation (Canada)","funders":"","keywords":"Citation; Computer science; World Wide Web; Information retrieval","score_opus":0.009272432970527749,"score_gpt":0.2084924117351254,"score_spread":0.19921997876459765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234678474","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2460113,0.000022526763,0.004844609,0.018522793,0.0005308376,0.00023467715,0.0000016761427,0.0007284962,0.7291031],"genre_scores_gemma":[0.9884165,3.8388308e-7,0.00006928476,0.010704347,0.00036788688,0.000001132806,0.000098500466,0.0000037553023,0.00033819466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994975,0.000002308251,0.0001545645,0.00004661428,0.00016661784,0.00013241194],"domain_scores_gemma":[0.9996937,0.000012700366,0.000106278465,0.00007178009,0.00010838818,0.0000071545487],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014564957,0.000067114575,0.000052973544,0.00015353142,0.00013557238,0.0002996242,0.000090102956,0.000033984845,0.00043566214],"category_scores_gemma":[0.00017328642,0.00006220197,0.000022701348,0.00031628227,0.00001069726,0.0035128065,0.000012400891,0.0000771721,0.0018030596],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004237337,0.00003858259,0.017144851,0.000110858644,0.00001539535,0.0000029873777,0.001993755,0.009395201,0.000043067423,0.8518585,0.06484049,0.05451394],"study_design_scores_gemma":[0.00042471866,0.000008701821,0.073935114,0.000024436626,0.000013900658,0.0000024427459,0.0031131085,0.012045177,0.00001621703,0.0015296189,0.9086625,0.00022404853],"about_ca_topic_score_codex":0.000017233395,"about_ca_topic_score_gemma":0.0000010229796,"teacher_disagreement_score":0.85032886,"about_ca_system_score_codex":0.000016108139,"about_ca_system_score_gemma":0.000011035433,"threshold_uncertainty_score":0.99897414},"labels":[],"label_agreement":null},{"id":"W4236633793","doi":"10.1002/j.2637-496x.2014.tb00672.x","title":"Editorial Board","year":2014,"lang":"es","type":"paratext","venue":"Information Display","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Editorial board; Citation; Computer science; Library science; World Wide Web; Information retrieval","score_opus":0.008228613646416381,"score_gpt":0.22952175642095096,"score_spread":0.22129314277453457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236633793","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019222115,0.00018694144,0.015243324,0.00006673117,0.573871,0.0005096693,0.0002913352,0.00019353333,0.4077152],"genre_scores_gemma":[0.3747947,0.0021260479,0.0023162938,0.00091870915,0.60202986,0.0005448264,0.0055840984,0.00035852887,0.011326902],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973304,0.00004228067,0.0009123971,0.00016464965,0.0010257824,0.00052443705],"domain_scores_gemma":[0.9986802,0.0001121967,0.00024224892,0.00043232896,0.00030906012,0.00022400287],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003433098,0.00051310647,0.0005341864,0.00017445727,0.0001389906,0.0005315322,0.00037171526,0.00083164667,0.0016760667],"category_scores_gemma":[0.00019036604,0.000485178,0.00018927391,0.00019394082,0.0000434383,0.0013991591,0.00007332433,0.00064936344,0.08865541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003551304,0.000014955548,0.00006907587,0.0007767414,0.000112344314,1.717006e-7,0.00020815089,0.030286048,0.00001960349,0.001135735,0.9599654,0.0073762434],"study_design_scores_gemma":[0.0007183045,0.000046295452,0.0003953698,0.00033190186,0.000059400645,6.5649687e-7,0.00003549849,0.011997424,0.00010571118,0.000021194464,0.98572725,0.00056097534],"about_ca_topic_score_codex":0.00004838097,"about_ca_topic_score_gemma":0.0000017929706,"teacher_disagreement_score":0.39638832,"about_ca_system_score_codex":0.0002124989,"about_ca_system_score_gemma":0.00007635723,"threshold_uncertainty_score":0.99976},"labels":[],"label_agreement":null},{"id":"W4243246836","doi":"10.1002/j.2637-496x.2016.tb00914.x","title":"A Mid‐Summer Night's Dream","year":2016,"lang":"en","type":"article","venue":"Information Display","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TandemLaunch (Canada)","funders":"","keywords":"Dream; Citation; Computer science; Library science; Psychology","score_opus":0.008787003057389725,"score_gpt":0.19877408689710382,"score_spread":0.1899870838397141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243246836","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07505246,0.000023368495,0.44138455,0.005070421,0.00077281916,0.00021335298,0.000008544189,0.0005744215,0.47690004],"genre_scores_gemma":[0.9849094,0.000009137182,0.0020724558,0.0014086277,0.00003443375,0.00002145548,0.00000572769,0.0000029100859,0.011535833],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993223,0.000009237527,0.00020969695,0.000080877886,0.00022590121,0.0001519941],"domain_scores_gemma":[0.99955934,0.000057546404,0.00007282957,0.00018946025,0.000043640084,0.00007720858],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000653108,0.00007780403,0.00005921709,0.0001506687,0.00009170179,0.00040038797,0.00036739567,0.000033077977,0.00012506192],"category_scores_gemma":[0.00004186788,0.000045915673,0.000035393274,0.00031965427,0.000019223842,0.010767256,0.00011733506,0.000023729273,0.0019380595],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028880333,0.000046498586,0.013200466,0.000018746658,0.000033633532,0.0000030012197,0.0031579465,0.000012718056,0.00023853997,0.20765378,0.19634773,0.5792581],"study_design_scores_gemma":[0.0004282401,0.000024084187,0.010809208,0.000018052577,7.786416e-7,0.0000075528983,0.000021091242,0.00040735578,0.00423265,0.002061558,0.9818353,0.00015414062],"about_ca_topic_score_codex":0.0000018180863,"about_ca_topic_score_gemma":6.210241e-7,"teacher_disagreement_score":0.909857,"about_ca_system_score_codex":0.00002494653,"about_ca_system_score_gemma":0.000059189842,"threshold_uncertainty_score":0.998839},"labels":[],"label_agreement":null},{"id":"W4243260299","doi":"10.1002/j.2637-496x.2013.tb00603.x","title":"Editorial Board","year":2013,"lang":"es","type":"paratext","venue":"Information Display","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.009046157111210129,"score_gpt":0.2272264736117026,"score_spread":0.21818031650049247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243260299","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038600187,0.00031791715,0.0039056696,0.000075060394,0.5654668,0.0008244638,0.0003485036,0.00019771299,0.42500386],"genre_scores_gemma":[0.26160604,0.005559249,0.004141726,0.0010664546,0.6797319,0.0018081233,0.008221929,0.00054573355,0.037318844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973163,0.000031049745,0.00092331367,0.00016100536,0.0010129269,0.0005554046],"domain_scores_gemma":[0.9986337,0.000085838146,0.00023040708,0.0004124351,0.00039479285,0.00024284048],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018988845,0.00052758266,0.0004954262,0.00017694435,0.00013348693,0.0007490929,0.00037311818,0.00084982015,0.005207463],"category_scores_gemma":[0.0001330117,0.00048679684,0.00017826175,0.00021022398,0.00004392345,0.0025689497,0.00008244277,0.00067287224,0.18955255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018002947,0.00001706419,0.000053946944,0.00058747584,0.00012050464,1.8015064e-7,0.00024022406,0.014620047,0.000027879863,0.0006900479,0.97644544,0.0071792016],"study_design_scores_gemma":[0.0006214769,0.000037104277,0.00057766563,0.00029578252,0.000050396895,6.378764e-7,0.00007312123,0.009104822,0.0001157866,0.000022028311,0.98853236,0.00056880654],"about_ca_topic_score_codex":0.00012385279,"about_ca_topic_score_gemma":0.0000012394793,"teacher_disagreement_score":0.387685,"about_ca_system_score_codex":0.00024356987,"about_ca_system_score_gemma":0.00008826747,"threshold_uncertainty_score":0.99975836},"labels":[],"label_agreement":null},{"id":"W4244150596","doi":"10.1002/j.2637-496x.2013.tb00586.x","title":"Editorial Board","year":2013,"lang":"es","type":"paratext","venue":"Information Display","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Editorial board; Citation; Computer science; Library science; World Wide Web; Information retrieval","score_opus":0.009046157111210129,"score_gpt":0.2272264736117026,"score_spread":0.21818031650049247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244150596","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038600187,0.00031791715,0.0039056696,0.000075060394,0.5654668,0.0008244638,0.0003485036,0.00019771299,0.42500386],"genre_scores_gemma":[0.26160604,0.005559249,0.004141726,0.0010664546,0.6797319,0.0018081233,0.008221929,0.00054573355,0.037318844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973163,0.000031049745,0.00092331367,0.00016100536,0.0010129269,0.0005554046],"domain_scores_gemma":[0.9986337,0.000085838146,0.00023040708,0.0004124351,0.00039479285,0.00024284048],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018988845,0.00052758266,0.0004954262,0.00017694435,0.00013348693,0.0007490929,0.00037311818,0.00084982015,0.005207463],"category_scores_gemma":[0.0001330117,0.00048679684,0.00017826175,0.00021022398,0.00004392345,0.0025689497,0.00008244277,0.00067287224,0.18955255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018002947,0.00001706419,0.000053946944,0.00058747584,0.00012050464,1.8015064e-7,0.00024022406,0.014620047,0.000027879863,0.0006900479,0.97644544,0.0071792016],"study_design_scores_gemma":[0.0006214769,0.000037104277,0.00057766563,0.00029578252,0.000050396895,6.378764e-7,0.00007312123,0.009104822,0.0001157866,0.000022028311,0.98853236,0.00056880654],"about_ca_topic_score_codex":0.00012385279,"about_ca_topic_score_gemma":0.0000012394793,"teacher_disagreement_score":0.387685,"about_ca_system_score_codex":0.00024356987,"about_ca_system_score_gemma":0.00008826747,"threshold_uncertainty_score":0.99975836},"labels":[],"label_agreement":null},{"id":"W4309027751","doi":"10.1002/msid.1358","title":"Complete Issue","year":2022,"lang":"en","type":"article","venue":"Information Display","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web","score_opus":0.009476022792022563,"score_gpt":0.20881720613824306,"score_spread":0.1993411833462205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309027751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69881505,0.00007149708,0.04046002,0.0002470222,0.004979909,0.00029246864,0.0007201478,0.0022735097,0.25214037],"genre_scores_gemma":[0.9987295,0.0000035710104,0.00047996308,0.00025582,0.00004710433,0.000033107193,0.00022453417,0.0000075813,0.0002188093],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996317,0.000007807159,0.00014497954,0.000023523598,0.00009601881,0.00009594444],"domain_scores_gemma":[0.9998539,0.0000121082,0.000019993024,0.00008126247,0.000008924774,0.000023782795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049452246,0.00005123099,0.00005440281,0.00004259663,0.00010881591,0.000026316342,0.00006982072,0.000009217541,0.0009105791],"category_scores_gemma":[0.000008531372,0.00005462941,0.000013971009,0.0000718538,0.0000060533444,0.00042329406,0.00002653416,0.000051566214,0.00034746178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032354226,0.0000018294296,0.000018646908,0.000020408006,0.000004718725,6.292573e-7,0.00043215416,0.9825534,0.0032226704,0.0023406292,0.008344311,0.0030573658],"study_design_scores_gemma":[0.00011670135,0.000008404877,0.00033610078,0.000001589371,0.0000015530251,0.0000102465065,0.00015443974,0.02849418,0.00069444266,0.00010362163,0.96999145,0.00008724629],"about_ca_topic_score_codex":0.0000054606535,"about_ca_topic_score_gemma":3.93834e-7,"teacher_disagreement_score":0.96164715,"about_ca_system_score_codex":0.00003312311,"about_ca_system_score_gemma":0.0000024681979,"threshold_uncertainty_score":0.99702024},"labels":[],"label_agreement":null},{"id":"W4309027851","doi":"10.1002/msid.1354","title":"Autocalibration for Creating 2D/3D Displays on Complex Geometric Surfaces","year":2022,"lang":"en","type":"article","venue":"Information Display","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer graphics (images); Computer science; Computer vision; Engineering drawing; Engineering","score_opus":0.021955342510024373,"score_gpt":0.26868874353740474,"score_spread":0.24673340102738037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309027851","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05567194,0.000012572415,0.9070454,0.00079849816,0.0009101042,0.00084642705,0.00021293681,0.00009724379,0.034404863],"genre_scores_gemma":[0.99290866,0.0000015638542,0.0034800605,0.0024790193,0.0000390119,0.00025688406,0.00056444056,0.00000805942,0.0002623328],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985542,0.000065775224,0.00041472728,0.00019617603,0.00047745003,0.00029164832],"domain_scores_gemma":[0.99881,0.0003584723,0.0003174238,0.0003143587,0.00013720377,0.00006252714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035086286,0.00016119912,0.00015381699,0.00043421017,0.0008757673,0.00031455926,0.0005997595,0.00003287033,0.00020503215],"category_scores_gemma":[0.00015712681,0.00015541552,0.00010331372,0.00075287337,0.000019377216,0.0030884638,0.00022897279,0.00016351756,0.00015407417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041094786,0.0004462479,0.002861341,0.00014561487,0.0001550684,0.0000051241036,0.013288797,0.14931504,0.008482823,0.7009499,0.09077373,0.033165354],"study_design_scores_gemma":[0.0008952246,0.0006143355,0.031000992,0.000014134944,0.000011147164,0.000015271404,0.00091916294,0.8203758,0.0030786726,0.00031839203,0.1424052,0.00035168312],"about_ca_topic_score_codex":0.000025572146,"about_ca_topic_score_gemma":0.0000014022827,"teacher_disagreement_score":0.93723667,"about_ca_system_score_codex":0.00016363215,"about_ca_system_score_gemma":0.00005996241,"threshold_uncertainty_score":0.67357826},"labels":[],"label_agreement":null}]}