{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":592,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":592,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"90eeb8a39202","filters":{"topic":"Digital Media and Visual Art"}},"results":[{"id":"W4292959176","doi":"10.5267/j.ijdns.2022.6.008","title":"An integrated model for the usage and acceptance of stickers in WhatsApp through SEM-ANN approach","year":2022,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Technology acceptance model; Structural equation modeling; Novelty; Implementation; Socialization; Psychology; Conceptualization; Competence (human resources); Interpersonal influence; Computer science; Presentation (obstetrics); Interpersonal communication; Knowledge management; Social psychology; Artificial intelligence; Usability; Machine learning; Human–computer interaction","authors":[{"name":"Khadija Alhumaid","is_ca":false},{"name":"Noha Alnazzawi","is_ca":false},{"name":"Iman Akour","is_ca":false},{"name":"Osama Al Khasoneh","is_ca":false},{"name":"Raghad Alfaisal","is_ca":false},{"name":"Said A. Salloum","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07091511154900634,"gpt":0.3563699461445476,"spread":0.2854548345955413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001674563,0.0008862216,0.0005644899,0.001639312,0.0003741655,0.001856857,0.0009279232,0.0007123947,0.006016648],"category_scores_gemma":[0.003983935,0.0003811333,0.001494459,0.001590324,0.0003596077,0.001657542,0.0007357071,0.0008474907,0.0006554789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236016,"about_ca_system_score_gemma":0.001607113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009224106,"about_ca_topic_score_gemma":0.007091501,"domain_scores_codex":[0.9988552,0.0006048303,0.00007061373,0.0001925922,0.0001909945,0.00008569723],"domain_scores_gemma":[0.9983785,0.001117572,0.0001587201,0.00007067338,0.0002445818,0.00002982909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003300138,0.001639402,0.2046576,0.0009085621,0.001194816,0.0009765485,0.005262021,0.4958219,0.004009307,0.08480073,0.003509945,0.1968891],"study_design_scores_gemma":[0.00002107666,0.0001981746,0.02234735,0.0001473771,0.0001702176,0.0001216873,0.0009224289,0.9612426,0.0006210792,0.0119262,0.002241451,0.00004037877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5535888,0.0002339376,0.4199646,0.0006092348,0.00006759637,0.0007381756,0.001103599,0.0007605376,0.02293352],"genre_scores_gemma":[0.8935707,0.0002348002,0.09984085,0.00006138733,0.00001613433,0.0007953484,0.0008328286,0.00004515036,0.004602822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009224106,"threshold_uncertainty_score":0.02012765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043241420","doi":"10.1109/jstsp.2009.2015485","title":"Introduction to the Issue on Visual Media Quality Assessment","year":2009,"lang":"en","type":"article","venue":"IEEE Journal of Selected Topics in Signal Processing","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":46,"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":"Computer science; Quality assessment; Quality (philosophy); Cover (algebra); Data science; Artificial intelligence; Engineering; Evaluation methods; Reliability engineering","authors":[{"name":"Lina J. Karam","is_ca":false},{"name":"Touradj Ebrahimi","is_ca":false},{"name":"S.S. Hemami","is_ca":false},{"name":"Thrasyvoulos N. Pappas","is_ca":false},{"name":"R.J. Safranek","is_ca":false},{"name":"Zhou Wang","is_ca":true},{"name":"Andrew B. Watson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03061723446250214,"gpt":0.3556244889066585,"spread":0.3250072544441564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001573396,0.001254222,0.001264144,0.003980202,0.001019361,0.004042831,0.001079836,0.002568738,0.05308523],"category_scores_gemma":[0.005550309,0.0005396658,0.0009247591,0.002121513,0.0008829929,0.003021729,0.001714444,0.004812531,0.02522926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006577756,"about_ca_system_score_gemma":0.0008591932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005278788,"about_ca_topic_score_gemma":0.001055443,"domain_scores_codex":[0.9988009,0.0001447371,0.0001446184,0.000161372,0.0006720105,0.00007632303],"domain_scores_gemma":[0.9930448,0.002089727,0.0003003752,0.0003858471,0.003496589,0.0006826915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003953874,0.00006179124,0.0001673397,0.0004826866,0.00001674556,0.0001101575,0.00004330834,0.00025512,0.002226617,0.003591364,0.8562772,0.1367281],"study_design_scores_gemma":[0.000006638995,0.00006439636,0.0005642277,0.0002253095,0.00001286898,0.0003177551,0.00003743769,0.0004769428,0.00054407,0.003229443,0.9944976,0.00002331713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001408083,0.07308459,0.04614373,0.04161637,0.760653,0.0003569914,0.001060794,0.001039238,0.07463721],"genre_scores_gemma":[0.01085316,0.06946424,0.02221772,0.0212761,0.6464317,0.000316318,0.002053216,0.0009951239,0.2263923],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05308523,"threshold_uncertainty_score":0.1775877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011155137","doi":"10.24434/j.scoms.2020.01.011","title":"Fashion communication research: A way ahead","year":2020,"lang":"en","type":"article","venue":"Studies in Communication Sciences","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research University Higher School of Economics; Leonard N. Stern School of Business, New York University; Università di Pisa; Universitatea din București; KU Leuven; Hongik University; Queensland University of Technology; Southern Methodist University; York University; University of Northampton; University of Missouri","keywords":"Field (mathematics); Sociology; Engineering ethics; Computer science; Knowledge management; Data science; Engineering","authors":[{"name":"Lorenzo Cantoni","is_ca":false},{"name":"Francesca Cominelli","is_ca":false},{"name":"Nadzeya Kalbaska","is_ca":false},{"name":"Michela Ornati","is_ca":false},{"name":"Teresa Sádaba","is_ca":false},{"name":"Patricia SanMiguel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6580556966299641,"gpt":0.5365969044345071,"spread":0.121458792195457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01348998,0.000947998,0.001687461,0.003584991,0.006359492,0.01640772,0.001987537,0.01173855,0.02750719],"category_scores_gemma":[0.01151228,0.0004931805,0.001077581,0.006100201,0.01047835,0.03869462,0.00530986,0.01242425,0.006051272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006163512,"about_ca_system_score_gemma":0.01576855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005304914,"about_ca_topic_score_gemma":0.006686682,"domain_scores_codex":[0.9947635,0.002500128,0.0002330999,0.0006358791,0.001048784,0.0008185424],"domain_scores_gemma":[0.974916,0.01563975,0.0008587142,0.001349808,0.004106111,0.003129645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001851376,0.0005093458,0.002358169,0.004145384,0.00004690791,0.0002516774,0.01028487,0.000329639,0.0007746355,0.5420075,0.1688122,0.2702946],"study_design_scores_gemma":[0.00003190442,0.000242065,0.002947794,0.008821377,0.00003019964,0.0002774077,0.05646736,0.000397524,0.0004253988,0.1861463,0.7441285,0.00008415304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006500904,0.2602011,0.004831881,0.6700255,0.01687246,0.00006125439,0.0002719865,0.00009710656,0.04113778],"genre_scores_gemma":[0.2036585,0.5941569,0.02378889,0.1002417,0.03765005,0.0004694127,0.0009592241,0.0002294255,0.0388459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02750719,"threshold_uncertainty_score":0.09202069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398255359","doi":"10.4236/jcc.2024.125005","title":"A Discussion of Artificial Intelligence in Visual Art Education","year":2024,"lang":"en","type":"article","venue":"Journal of Computer and Communications","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Artificial intelligence; Computer science; Cognitive science; Psychology; Mathematics education","authors":[{"name":"Joanna Black","is_ca":true},{"name":"Tom Chaput","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03314700203324115,"gpt":0.3598071502381001,"spread":0.3266601482048589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003877135,0.0003699633,0.0002474005,0.001699941,0.008735234,0.01232455,0.001351194,0.007879826,0.01081982],"category_scores_gemma":[0.005060908,0.0001988253,0.0005837571,0.002063668,0.01029828,0.007447061,0.002601966,0.007634905,0.001269445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006225657,"about_ca_system_score_gemma":0.003645762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007143415,"about_ca_topic_score_gemma":0.01420767,"domain_scores_codex":[0.9970062,0.001841063,0.00009800794,0.0001946555,0.0006048154,0.0002551664],"domain_scores_gemma":[0.9951391,0.004013364,0.0001338987,0.00008097384,0.0003429599,0.0002896455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006637523,0.00002631275,0.0003472953,0.0001340816,0.000003075751,0.0002636593,0.0114459,0.0001282297,0.0001164531,0.8923631,0.07045975,0.02470553],"study_design_scores_gemma":[0.000002254427,0.00001061844,0.0005411023,0.0005605405,0.000002660413,0.0001606361,0.008845747,0.0002256931,0.0001266758,0.06935528,0.9201601,0.000008656117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005969386,0.04010218,0.004274462,0.5183975,0.008309745,0.00003185492,0.000040489,0.00003024301,0.4228443],"genre_scores_gemma":[0.4370677,0.06095913,0.006415092,0.228178,0.01107313,0.0001823816,0.00006402055,0.0001306046,0.25593],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01232455,"threshold_uncertainty_score":0.04517055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3141801054","doi":"","title":"2011 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)","year":2011,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Telecommunications; Computer science; Computer network","authors":[{"name":"Himal A. Suraweera","is_ca":false},{"name":"Diomidis S. Michalopoulos","is_ca":true},{"name":"Robert Schober","is_ca":true},{"name":"George K. Karagiannidis","is_ca":false},{"name":"Arumugam Nallanathan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4154176176806391,"gpt":0.4072077647651491,"spread":0.008209852915489979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001246411,0.001021409,0.0008715836,0.001752885,0.001602639,0.003437462,0.0007768021,0.00264954,0.07513472],"category_scores_gemma":[0.002253459,0.0002727734,0.0005090439,0.001698478,0.0008452209,0.001618856,0.001711151,0.002005514,0.04033945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009515152,"about_ca_system_score_gemma":0.003026364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006014629,"about_ca_topic_score_gemma":0.01140112,"domain_scores_codex":[0.9991622,0.0001676102,0.00004755618,0.0001248358,0.0002952899,0.0002025582],"domain_scores_gemma":[0.9974868,0.0002647642,0.00006600527,0.0003833367,0.001539342,0.0002598131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000256694,0.0002011282,0.00216092,0.0002862252,0.00004277874,0.0003241936,0.0001844078,0.002139896,0.005738876,0.01393512,0.5220988,0.4526309],"study_design_scores_gemma":[0.00002033368,0.0001420043,0.002887809,0.0002829844,0.00009663309,0.0005101935,0.000416146,0.01330329,0.00494785,0.005302252,0.9720376,0.00005285974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03833276,0.0288034,0.1768167,0.02076374,0.06111596,0.0004028364,0.00135646,0.006933481,0.6654747],"genre_scores_gemma":[0.1477823,0.01819872,0.02700422,0.003803381,0.004972496,0.000307211,0.003400215,0.0006529932,0.7938786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07513472,"threshold_uncertainty_score":0.2513507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892122131","doi":"10.18061/dsq.v38i3.6480","title":"Blindness Arts: An Introduction","year":2018,"lang":"en","type":"article","venue":"Disability Studies Quarterly","topic":"Digital Media and Visual Art","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":"University of Manitoba","funders":"","keywords":"Blindness; The arts; Art; Sociology; Optometry; Visual arts; Medicine","authors":[{"name":"Hannah Thompson","is_ca":false},{"name":"Vanessa Warne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0606735273024679,"gpt":0.3671132214488173,"spread":0.3064396941463494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006863062,0.001188068,0.0007378384,0.005555783,0.001534682,0.00284682,0.001069929,0.00254732,0.12087],"category_scores_gemma":[0.0009887927,0.0004238203,0.0005823633,0.003296913,0.001295138,0.00396256,0.002861946,0.002282673,0.03589738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105293,"about_ca_system_score_gemma":0.00198044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004487908,"about_ca_topic_score_gemma":0.007579282,"domain_scores_codex":[0.9996856,0.0000567253,0.00004302777,0.00004658644,0.0001174045,0.00005064198],"domain_scores_gemma":[0.9995196,0.0001595273,0.00002857835,0.00002660782,0.0001692549,0.0000964834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001030438,0.0002023363,0.0003682382,0.003324299,0.00001018219,0.0003598953,0.0004797255,0.000214813,0.001001984,0.03432228,0.5427005,0.4169126],"study_design_scores_gemma":[0.000003021205,0.00003793785,0.0005589268,0.001046872,0.000003672697,0.0002448491,0.0002635836,0.00001800248,0.0000683555,0.002949746,0.9947983,0.000006725317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002067786,0.4689703,0.005437826,0.02337465,0.04451061,0.0006323812,0.003052137,0.0004681158,0.4514862],"genre_scores_gemma":[0.01362327,0.4793991,0.004865817,0.01235519,0.01722062,0.0006461841,0.003075832,0.0002318812,0.4685821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.12087,"threshold_uncertainty_score":0.4043503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7032926032","doi":"","title":"A Phased-array feed demonstrator for radio telescopes","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Very-long-baseline interferometry; Radio telescope; Key (lock); Satellite","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01853109532801072,"gpt":0.2720471856482993,"spread":0.2535160903202885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007654604,0.0006035704,0.0005803063,0.0003855614,0.0006399475,0.00128388,0.002137901,0.002401443,0.008994997],"category_scores_gemma":[0.001108245,0.0004633516,0.0005183768,0.0003655635,0.0003900982,0.001739654,0.001049482,0.001101588,0.004713132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000430265,"about_ca_system_score_gemma":0.0004408359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002081264,"about_ca_topic_score_gemma":0.0003095111,"domain_scores_codex":[0.9992989,0.0001149848,0.0000239958,0.0001789821,0.0003133998,0.00006975564],"domain_scores_gemma":[0.9988931,0.0002583078,0.0001644906,0.0001998303,0.0003324243,0.000151893],"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":[0.0009048765,0.0001253676,0.00113226,0.0003368432,0.00008934993,0.0007439128,0.0002637948,0.002306157,0.8916524,0.00870447,0.005294119,0.08844635],"study_design_scores_gemma":[0.0002551337,0.00245957,0.002712749,0.00006787289,0.000134256,0.003495977,0.0001109985,0.01861778,0.8824497,0.002149787,0.08746301,0.00008325673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.114029,0.0009975771,0.8385983,0.001894713,0.001025801,0.0002163302,0.0007524242,0.006651361,0.03583441],"genre_scores_gemma":[0.5290771,0.0005608434,0.4093583,0.0007665962,0.0005104334,0.000186802,0.0008819885,0.0005975359,0.05806039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008994997,"threshold_uncertainty_score":0.03009129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388917430","doi":"10.23977/jeis.2023.080509","title":"Research on the Design Method of Traditional Decorative Patterns of Ethnic Minorities under the Trend of AIGC","year":2023,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Ethnic group; Generative Design; Field (mathematics); Research Object; Object (grammar); Computer science; Globalization; Artificial intelligence; Architectural engineering; Engineering; Sociology; Political science; Mathematics; Operations management; Regional science; Anthropology","authors":[{"name":"Yang Hu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2300295189506875,"gpt":0.4237302787976385,"spread":0.193700759846951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002580583,0.000424585,0.0002001279,0.0009649842,0.001355037,0.00211499,0.0008345636,0.0004788442,0.004254781],"category_scores_gemma":[0.003734762,0.0002436086,0.0004590818,0.001007846,0.002291825,0.002650893,0.001264159,0.0006752943,0.0005798206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270395,"about_ca_system_score_gemma":0.00182079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107257,"about_ca_topic_score_gemma":0.003529192,"domain_scores_codex":[0.9977831,0.001137286,0.0001036715,0.0002546869,0.0005915675,0.0001297065],"domain_scores_gemma":[0.9984065,0.0004618394,0.0001563969,0.0003892161,0.0004855541,0.0001005446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001469719,0.0001474538,0.01489378,0.0007986908,0.00004745959,0.0004020701,0.03849512,0.005388747,0.03395204,0.4818354,0.002270098,0.4216222],"study_design_scores_gemma":[0.0001129004,0.001000484,0.02818246,0.001069895,0.0002341936,0.003004749,0.06617199,0.07275178,0.07519634,0.2788039,0.4732855,0.0001859017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2470948,0.001236704,0.6092022,0.001530234,0.0001977617,0.000357328,0.00005074244,0.0002778004,0.1400524],"genre_scores_gemma":[0.7344267,0.0008338458,0.2413364,0.0002028341,0.00002573533,0.0002662191,0.00005241447,0.0001078883,0.02274788],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004254781,"threshold_uncertainty_score":0.01423371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177047980","doi":"","title":"Analysis on the Innovative Strategy of National Music Teaching in Colleges From the Perspective of Visual Communication","year":2017,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Promotion (chess); Perspective (graphical); Order (exchange); Audio visual; Psychology; Multimedia; Mathematics education; Pedagogy; Sociology; Computer science; Political science; Business; Artificial intelligence","authors":[{"name":"Shengmin Xiao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1329581889089635,"gpt":0.4447892908297674,"spread":0.3118311019208039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006689787,0.0001088415,0.00008537613,0.001384343,0.001238272,0.002766924,0.000402599,0.0005449812,0.003518737],"category_scores_gemma":[0.001631398,0.00006551453,0.000201101,0.001002331,0.001302805,0.001468385,0.000882648,0.000405254,0.0002029419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003700623,"about_ca_system_score_gemma":0.003957672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004977684,"about_ca_topic_score_gemma":0.007392026,"domain_scores_codex":[0.999252,0.0002183678,0.00002426015,0.0000787393,0.0002308198,0.000195713],"domain_scores_gemma":[0.9989335,0.0003892604,0.0001700731,0.00002896982,0.0002162906,0.0002619311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001129427,0.0003584549,0.1362039,0.0004707128,0.00004281107,0.001744737,0.08422498,0.001964446,0.006187353,0.5132667,0.004018232,0.2514047],"study_design_scores_gemma":[0.0000572082,0.0002933942,0.465915,0.0006281992,0.0001731977,0.001674733,0.2916481,0.02693304,0.008182505,0.08260384,0.1218021,0.0000885128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8418887,0.000874498,0.01055425,0.003510407,0.00004133144,0.00008901305,0.00003454768,0.00002837135,0.1429789],"genre_scores_gemma":[0.9955103,0.0002626389,0.0007874292,0.00006365088,0.00000833064,0.000009542329,0.000009026126,0.000002962149,0.003346124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004977684,"threshold_uncertainty_score":0.02685004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946930761","doi":"10.5539/ies.v12n6p75","title":"The Value and a Preliminary Study of the Integration of Traditional Chinese Painting and Calligraphy &amp; Modern and Contemporary Art in Primary School Art Teaching","year":2019,"lang":"en","type":"article","venue":"International Education Studies","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Calligraphy; Curriculum; Visual arts education; Painting; Sociology; Competence (human resources); Teaching method; Visual arts; Value (mathematics); Contemporary art; Chinese art; Art methodology; Pedagogy; Mathematics education; China; Aesthetics; Art; Psychology; Computer science; History; Art history; The arts","authors":[{"name":"Hongchen Gao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0520579227293042,"gpt":0.3411476519320999,"spread":0.2890897292027957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004780955,0.0002258569,0.000238187,0.001698282,0.001897865,0.00279027,0.0005512213,0.0005275541,0.003455786],"category_scores_gemma":[0.00665915,0.0002565234,0.000270284,0.002269186,0.002202001,0.002819762,0.001345049,0.0009157655,0.0001470639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004293089,"about_ca_system_score_gemma":0.007142514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01562199,"about_ca_topic_score_gemma":0.03068163,"domain_scores_codex":[0.9980501,0.0008643154,0.00008683406,0.0002395606,0.0004996479,0.000259455],"domain_scores_gemma":[0.9963964,0.001889338,0.0003295157,0.0001790556,0.0007485989,0.0004571734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002223991,0.001835989,0.4248036,0.001102332,0.00004644441,0.001560547,0.3118401,0.0002943897,0.005808896,0.03012165,0.00181429,0.2205494],"study_design_scores_gemma":[0.00002781653,0.00116172,0.6618305,0.0006446868,0.0001295926,0.0006336396,0.2997937,0.001085443,0.002496389,0.002669189,0.02948477,0.00004252264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773367,0.0006778055,0.0008280136,0.001218405,0.0000335921,0.0001165301,0.00002124774,0.000003980782,0.01976373],"genre_scores_gemma":[0.9958081,0.0007106687,0.001143524,0.0001399162,0.00001943848,0.00005466942,0.00001869919,0.000001896244,0.002103023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01562199,"threshold_uncertainty_score":0.03114867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390149043","doi":"10.23977/acss.2023.071014","title":"Intelligent Evaluation Method of Calligraphy Characters Based on Deep Stroke Extraction","year":2023,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Calligraphy; Character (mathematics); Computer science; Extraction (chemistry); Artificial intelligence; Stroke (engine); Art; Mathematics; Geometry; Engineering; Visual arts; Mechanical engineering; Painting","authors":[{"name":"Meng Li","is_ca":false},{"name":"Guanghao Ren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0476163914485996,"gpt":0.3675818438580923,"spread":0.3199654524094927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008953656,0.0009866289,0.0007340967,0.00222819,0.0003856362,0.001389848,0.0006380377,0.0006016413,0.002753835],"category_scores_gemma":[0.003526872,0.0003107933,0.0006060688,0.0008053876,0.000440885,0.001465058,0.0007266554,0.0004872154,0.001050062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004595455,"about_ca_system_score_gemma":0.0005185669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574206,"about_ca_topic_score_gemma":0.002048021,"domain_scores_codex":[0.9988793,0.0001479773,0.0001201193,0.000230441,0.0005277593,0.00009437835],"domain_scores_gemma":[0.9981065,0.0003275337,0.0001928796,0.0002323384,0.001029677,0.0001110946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004791849,0.0000955127,0.004451358,0.0003752996,0.0001028659,0.0002779705,0.0003348453,0.01320483,0.2080213,0.002180749,0.002346401,0.7681296],"study_design_scores_gemma":[0.00007014655,0.0006230635,0.02497524,0.00006853919,0.0002621262,0.001024477,0.0003207183,0.5715997,0.3899797,0.002452763,0.00847866,0.0001447385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1304758,0.000515252,0.8584603,0.0001116359,0.0000882531,0.000374208,0.0002145939,0.004207287,0.005552603],"genre_scores_gemma":[0.6818478,0.0004869371,0.3098782,0.000101975,0.00005209408,0.0002506375,0.0005679667,0.0004147174,0.006399602],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002753835,"threshold_uncertainty_score":0.009212434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386256048","doi":"10.18280/ijsdp.180804","title":"The Impact of Smart Interactive Technologies in Creating Personal Internal Spaces: An Analytical Study of User Preferences for Interactive Shape Characteristics","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Human–computer interaction; Computer science; Architectural engineering; Engineering","authors":[{"name":"Maryam Nabil Al-Saigh","is_ca":false},{"name":"Khawola F. Mahmoud","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04240147914086651,"gpt":0.3576944199203173,"spread":0.3152929407794508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001051765,0.0001685528,0.0001520912,0.0005700043,0.0005554089,0.001248729,0.0001976534,0.000310535,0.002023299],"category_scores_gemma":[0.004260178,0.0001181051,0.0003327654,0.0004654213,0.000628748,0.001007725,0.0006039686,0.0002641655,0.0002064991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167886,"about_ca_system_score_gemma":0.0002106273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108051,"about_ca_topic_score_gemma":0.002335885,"domain_scores_codex":[0.999398,0.0003504874,0.00002605872,0.00004913692,0.0001127449,0.00006359882],"domain_scores_gemma":[0.9974509,0.001872757,0.0001995785,0.0001267753,0.0002331866,0.0001169235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008700844,0.0007619339,0.4841279,0.0005315272,0.0000948835,0.001387594,0.3425704,0.001298838,0.0356597,0.003209205,0.0006322047,0.1288557],"study_design_scores_gemma":[0.00003113968,0.001443232,0.6016016,0.0001080552,0.0001049173,0.001654983,0.3686233,0.006712419,0.008570209,0.001417524,0.009623288,0.000109316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978839,0.00002031281,0.000595794,0.00001113507,6.535442e-7,0.00001231986,0.00001195253,0.000002713424,0.00146131],"genre_scores_gemma":[0.9988785,0.00002804293,0.0006786852,0.00000793317,6.277488e-7,0.00001370313,0.00001142547,0.000002532713,0.0003784906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002023299,"threshold_uncertainty_score":0.006768644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2573462341","doi":"10.11591/ijeecs.v4.i3.pp695-705","title":"An Icon Design Approach Based on Symbolic and Users' Cognitive Psychology","year":2016,"lang":"en","type":"article","venue":"Indonesian Journal of Electrical Engineering and Computer Science","topic":"Digital Media and Visual Art","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":"Polytechnique Montréal","funders":"","keywords":"Icon; Semiotics; Human–computer interaction; Context (archaeology); Computer science; Usability; Epistemology","authors":[{"name":"Sun Qiang","is_ca":false},{"name":"Fei Hu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01500809481257726,"gpt":0.2573514403390638,"spread":0.2423433455264865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003385535,0.001895141,0.0006922008,0.00403849,0.00157433,0.005336719,0.001884775,0.001440698,0.008394619],"category_scores_gemma":[0.006558648,0.0005364246,0.001065294,0.00184808,0.005497517,0.004655901,0.002730989,0.001488393,0.0009324752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002649297,"about_ca_system_score_gemma":0.003201076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991647,"about_ca_topic_score_gemma":0.002400452,"domain_scores_codex":[0.9954019,0.002716713,0.0001966931,0.0004368067,0.001082976,0.0001648649],"domain_scores_gemma":[0.9963143,0.002024657,0.0001300181,0.0003947677,0.0009799005,0.0001562807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001685876,0.0001574722,0.001033347,0.00174107,0.00006467189,0.0003648561,0.01800358,0.005181098,0.01677718,0.7212601,0.005645056,0.2296031],"study_design_scores_gemma":[0.0002548108,0.0008082684,0.002455215,0.001758409,0.0003423297,0.002498635,0.01143304,0.1040639,0.02993099,0.4175847,0.4285599,0.0003097585],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005538337,0.0004343303,0.9541063,0.0004671439,0.0001195783,0.0006914129,0.00003450584,0.000521075,0.03808742],"genre_scores_gemma":[0.1099695,0.0005279007,0.8757403,0.0002789631,0.00004602331,0.001760209,0.00008455163,0.0001613088,0.01143117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008394619,"threshold_uncertainty_score":0.02808285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015405870","doi":"10.1177/1715163513494597","title":"Public Health Watch","year":2013,"lang":"fr","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Public health; Political science; Medicine; Nursing","authors":[{"name":"Kathie Lynas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1654574468751817,"gpt":0.2971557763028952,"spread":0.1316983294277135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009789407,0.001105319,0.001022375,0.003760071,0.001841138,0.00423226,0.001524838,0.005549525,0.5154287],"category_scores_gemma":[0.007552411,0.0005236606,0.001032441,0.003214995,0.0007151135,0.001992223,0.00232896,0.004118074,0.3826511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002239921,"about_ca_system_score_gemma":0.009167911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08358466,"about_ca_topic_score_gemma":0.1432856,"domain_scores_codex":[0.9990761,0.000071775,0.00003989254,0.0000892037,0.0005234923,0.0001995822],"domain_scores_gemma":[0.9954776,0.0007110507,0.000303298,0.0002189016,0.001846621,0.001442542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008964111,0.000006688278,0.00004395239,0.00004776222,9.691132e-7,0.000009315832,0.000004875455,0.000003762616,0.00001080835,0.0002068006,0.9875398,0.01211646],"study_design_scores_gemma":[0.00001830978,0.000005111586,0.0006390948,0.0001567473,0.000003447712,0.00001134195,0.00002777578,0.000007966382,0.00001145652,0.0002270982,0.9988888,0.000002962365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004806708,0.01576186,0.0003154902,0.07946336,0.05678471,0.0003920158,0.02362151,0.001824426,0.8213559],"genre_scores_gemma":[0.001540027,0.006433772,0.0002738245,0.04157707,0.01055093,0.0002138474,0.007004822,0.0002731289,0.9321326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5154287,"threshold_uncertainty_score":0.6911822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220936866","doi":"10.18280/ts.390125","title":"Emotional Analysis and Annotation of Tourism Landscape Images Based on Tourist Experience","year":2022,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Jilin Office of Philosophy and Social Science","keywords":"Tourism; Annotation; Computer science; Feature (linguistics); Sentiment analysis; Image (mathematics); The Internet; Set (abstract data type); Information retrieval; Artificial intelligence; Data mining; Data science; Geography; World Wide Web; Linguistics","authors":[{"name":"Yi Liu","is_ca":false},{"name":"Qian Zhang","is_ca":false},{"name":"Lu Shuang","is_ca":false},{"name":"Lei Liu","is_ca":false},{"name":"Jing Zhang","is_ca":false},{"name":"Shuai Ma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01134081829639952,"gpt":0.2458504729890356,"spread":0.2345096546926361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000347518,0.0003699122,0.0002067593,0.001436177,0.0002331794,0.0008341733,0.0001948079,0.0002616771,0.0014022],"category_scores_gemma":[0.00127594,0.00009785891,0.0003918282,0.0005501951,0.0002589937,0.0007014016,0.0004461705,0.0002409708,0.0004020021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002371737,"about_ca_system_score_gemma":0.0001372792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496884,"about_ca_topic_score_gemma":0.002433307,"domain_scores_codex":[0.9997982,0.00004815179,0.000010855,0.00005050549,0.00005748918,0.00003485439],"domain_scores_gemma":[0.999708,0.00005875505,0.00003454476,0.000028982,0.0001451306,0.00002451768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001522215,0.0002512189,0.03216235,0.0007048956,0.0001613909,0.000913279,0.002766666,0.01347747,0.2148713,0.004221476,0.008529893,0.7204179],"study_design_scores_gemma":[0.00004262888,0.0006296881,0.3006639,0.0002067368,0.000447201,0.001297408,0.005722169,0.5745125,0.0935812,0.004487927,0.01825958,0.0001491424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7727432,0.0005296632,0.2099548,0.0003224246,0.00008777621,0.0003097025,0.0006898099,0.001014753,0.0143479],"genre_scores_gemma":[0.941578,0.000406853,0.05385202,0.0000594342,0.00004670056,0.0001100735,0.0006750207,0.00008121647,0.003190663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001496884,"threshold_uncertainty_score":0.004690826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390486156","doi":"10.23977/jaip.2023.060809","title":"The Transformation of Photography by Artificial Intelligence Generative AI Technology","year":2023,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence Practice","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Generative grammar; Photography; Transformation (genetics); Computer science; Artificial intelligence; Generative Design; Computer technology; Expression (computer science); Visual arts; Multimedia; Art; Engineering","authors":[{"name":"Zeyu Tang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05027242621003028,"gpt":0.3606889180681049,"spread":0.3104164918580746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178811,0.000390783,0.0002142292,0.001460038,0.001382447,0.005632813,0.0005730838,0.0009461814,0.006845746],"category_scores_gemma":[0.002603856,0.0002814925,0.0004771988,0.0005711053,0.01003759,0.004731388,0.002616561,0.001740071,0.0009219364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863579,"about_ca_system_score_gemma":0.0008626254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854355,"about_ca_topic_score_gemma":0.002164864,"domain_scores_codex":[0.9991553,0.0003803853,0.00002838736,0.00009925441,0.0002809379,0.00005570631],"domain_scores_gemma":[0.9989743,0.0005535038,0.00006148675,0.0002480193,0.0001166792,0.00004603972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002161216,0.00002040275,0.0003530472,0.0001245271,0.000007462833,0.0002707361,0.005705611,0.0009106734,0.002583612,0.9375058,0.00479565,0.04770081],"study_design_scores_gemma":[0.00003052796,0.00007792243,0.00184499,0.0004453818,0.00002236931,0.001391963,0.004943283,0.006887489,0.004120703,0.508659,0.4715265,0.00004987178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03661543,0.009029349,0.1736115,0.01496925,0.001364048,0.0001525894,0.0001037255,0.0005208904,0.7636333],"genre_scores_gemma":[0.7465822,0.01003992,0.1463365,0.002625763,0.001062341,0.0001612056,0.00008608527,0.0003303128,0.09277581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006845746,"threshold_uncertainty_score":0.0229013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012307071","doi":"10.5539/ass.v6n4p39","title":"Study on Image Design in Animation","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Animation; Exaggeration; Style (visual arts); Expression (computer science); Connotation; Computer science; Image (mathematics); Computer animation; Motion (physics); Art design; Non-photorealistic rendering; Computer graphics (images); Aesthetics; Computer facial animation; Artificial intelligence; Visual arts; Art; Linguistics; Psychology","authors":[{"name":"Minghua Liu","is_ca":false},{"name":"Ping Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03496828425247549,"gpt":0.3380651101953459,"spread":0.3030968259428704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001849249,0.0003884684,0.0002716126,0.001162941,0.001715344,0.003171267,0.000650735,0.0009203996,0.005789725],"category_scores_gemma":[0.005862903,0.000242748,0.0003785414,0.000986924,0.003712098,0.003578532,0.0009773155,0.001059284,0.0004086948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363736,"about_ca_system_score_gemma":0.0006697129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008929656,"about_ca_topic_score_gemma":0.000727704,"domain_scores_codex":[0.9981097,0.001262835,0.00006081929,0.0001589109,0.0003166883,0.0000909598],"domain_scores_gemma":[0.9958979,0.003231288,0.0001536885,0.0002254293,0.0003981722,0.00009332326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001340995,0.000155106,0.004221057,0.001122706,0.00002828537,0.0007287499,0.0986937,0.002864211,0.01132248,0.6877469,0.004480646,0.1885021],"study_design_scores_gemma":[0.00006654491,0.000697956,0.01022474,0.001496378,0.0001144288,0.003289864,0.07303958,0.0240036,0.02998547,0.1534311,0.7035211,0.0001292933],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2909783,0.01252714,0.2541561,0.005367657,0.0008430753,0.0002778974,0.00005400487,0.0002425129,0.4355534],"genre_scores_gemma":[0.925042,0.004485881,0.03816422,0.0003783513,0.0001929321,0.0001062161,0.00003979633,0.0001407606,0.0314498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005789725,"threshold_uncertainty_score":0.01936859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097531559","doi":"10.5430/ijhe.v9n8p1","title":"Project Thinking as the Basis of Design Creativity: Content and Features of Its Development among Bachelor-Designers","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Kazan Federal University","keywords":"Creativity; Design education; Bachelor; Promotion (chess); Process (computing); Professional development; Design thinking; Graphic design; Engineering ethics; Environmental graphic design; Presentation (obstetrics); Field (mathematics); Computer science; Knowledge management; Psychology; Pedagogy; Engineering; Multimedia; Political science; Human–computer interaction; Business","authors":[{"name":"Lyajsan Kadyjrova","is_ca":false},{"name":"Rustem Nailevich Shamsutdinov","is_ca":false},{"name":"Timur Kadyirov","is_ca":false},{"name":"Elmira Gabdulovna Akhmetshina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08479753491493183,"gpt":0.3393296771520601,"spread":0.2545321422371283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004120326,0.0002171265,0.0002039774,0.002247639,0.001147602,0.003384557,0.0005480773,0.0005402911,0.001936744],"category_scores_gemma":[0.01296364,0.0002675545,0.0003277305,0.001372866,0.002815362,0.002422645,0.002255256,0.001120383,0.0002989193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284424,"about_ca_system_score_gemma":0.002309187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004249296,"about_ca_topic_score_gemma":0.0003651433,"domain_scores_codex":[0.9968284,0.001391471,0.0002199424,0.0003964328,0.0008993872,0.0002643372],"domain_scores_gemma":[0.9905042,0.005985904,0.0009809562,0.0007891626,0.001046154,0.0006935752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002328953,0.0003416139,0.1225956,0.0005759285,0.00004082245,0.0006760898,0.4916508,0.0005788856,0.009786531,0.0482237,0.001848673,0.3234484],"study_design_scores_gemma":[0.00009052909,0.0008878293,0.3912928,0.001201126,0.00009086175,0.007380685,0.3695043,0.00655348,0.01066967,0.09287352,0.119241,0.0002142592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921147,0.001332903,0.02002385,0.0006666917,0.00004382641,0.0001858377,0.00005728942,0.00006453187,0.05647799],"genre_scores_gemma":[0.9928014,0.0003565439,0.003055003,0.00005927575,0.00001377999,0.00008820898,0.00003259188,0.00002060614,0.003572628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004120326,"threshold_uncertainty_score":0.02179062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392194305","doi":"10.52058/2695-1592-2024-2(33)-440-448","title":"TRENDS OF USE OF ARTIFICIAL INTELLIGENCE IN GRAPHIC DESIGN","year":2024,"lang":"cs","type":"article","venue":"Věda a perspektivy","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centennial College","funders":"","keywords":"Creativity; Transparency (behavior); Graphic design; Computer science; Personalization; Realm; Environmental graphic design; Engineering ethics; Management science; Data science; Knowledge management; Artificial intelligence; Design education; Psychology; Multimedia; Engineering; Political science; World Wide Web; Business; Computer security","authors":[{"name":"Diana Buryk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1359066616064016,"gpt":0.3382455486804726,"spread":0.202338887074071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006168769,0.000331753,0.000317267,0.007004648,0.001500098,0.01002724,0.001406805,0.001841764,0.003289057],"category_scores_gemma":[0.01781498,0.0004320497,0.0004530957,0.01041756,0.006272583,0.006771788,0.002355865,0.002522309,0.001020311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004677656,"about_ca_system_score_gemma":0.00296656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004470082,"about_ca_topic_score_gemma":0.003492629,"domain_scores_codex":[0.9872457,0.005332916,0.001007317,0.001434597,0.004447234,0.000532218],"domain_scores_gemma":[0.9749402,0.01491739,0.002895521,0.001728638,0.004902503,0.0006156874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001443396,0.0001302527,0.01965808,0.002657467,0.0000542086,0.0005100361,0.05204867,0.001167351,0.004231499,0.2854021,0.008210754,0.6257852],"study_design_scores_gemma":[0.00001762943,0.0002173493,0.0463691,0.003555235,0.0000594721,0.002936003,0.02863074,0.003506769,0.004100017,0.04174134,0.868758,0.0001083316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.3176702,0.1879201,0.03960125,0.0463778,0.0007527532,0.0001501017,0.0002666344,0.000451972,0.4068093],"genre_scores_gemma":[0.8397861,0.1031839,0.03674509,0.00293664,0.0005798232,0.0001506316,0.0002155031,0.0002396815,0.01616263],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01002724,"threshold_uncertainty_score":0.03393888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377832588","doi":"10.18280/ts.400212","title":"Multi-Modal Affective Computing: An Application in Teaching Evaluation Based on Combined Processing of Texts and Images","year":2023,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Modal; Computer science; Artificial intelligence; Multimedia; Natural language processing; Computer vision; Speech recognition; Materials science","authors":[{"name":"Shunye Wang","is_ca":false},{"name":"Yin Zhai","is_ca":false},{"name":"Guifang Xu","is_ca":false},{"name":"Ning Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03143126130413956,"gpt":0.3337171008665409,"spread":0.3022858395624014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001301443,0.0005699136,0.0004039172,0.001625979,0.0002754642,0.0009629944,0.000361079,0.000580838,0.002697287],"category_scores_gemma":[0.00294454,0.0001703241,0.0003388634,0.0009169971,0.000326569,0.0008163486,0.0007191361,0.0003059623,0.0004644155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206084,"about_ca_system_score_gemma":0.00020914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006448376,"about_ca_topic_score_gemma":0.000749954,"domain_scores_codex":[0.9990304,0.0003831786,0.00006164915,0.0001512217,0.000306501,0.00006701148],"domain_scores_gemma":[0.9989754,0.0004405827,0.00008637259,0.00006475718,0.000330604,0.000102402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009361761,0.0004271025,0.007778962,0.0004853125,0.0001118655,0.0002274555,0.0009865136,0.008610685,0.1310439,0.003123323,0.00243378,0.8438349],"study_design_scores_gemma":[0.0000965349,0.001554195,0.06087423,0.0001299556,0.0002409039,0.0009731333,0.001380763,0.8370215,0.08020491,0.006548251,0.01075938,0.0002162336],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1391579,0.0006237224,0.85071,0.0002025053,0.0001639841,0.0006291727,0.000193615,0.002361798,0.00595737],"genre_scores_gemma":[0.7301943,0.0002618564,0.2672811,0.00006941853,0.00008089052,0.0003562515,0.00009605729,0.00008427124,0.001575862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002697287,"threshold_uncertainty_score":0.009023309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205701757","doi":"10.17762/de.vol2022iss1.8735","title":"Modern Approaches to the Teaching of Fine Arts","year":2022,"lang":"en","type":"article","venue":"Design Engineering","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"The arts; Creativity; Mathematics education; Visual arts education; Painting; Arts in education; Fine art; Psychology; Teaching method; Visual arts; Computer science; Pedagogy; Art","authors":[{"name":"Ahmedbekova Maxpuza Kakharovna Et al.","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1372613261672765,"gpt":0.2279271123245833,"spread":0.09066578615730678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002957992,0.0004052045,0.0002810077,0.002704067,0.00155631,0.002610597,0.00111391,0.0005459894,0.005420297],"category_scores_gemma":[0.003401922,0.0002447461,0.0003696781,0.00138793,0.007287926,0.001356475,0.002593581,0.001616368,0.0005791553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003252347,"about_ca_system_score_gemma":0.002698075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339656,"about_ca_topic_score_gemma":0.004551976,"domain_scores_codex":[0.9961078,0.001815276,0.0001686186,0.0004301063,0.001276879,0.0002013354],"domain_scores_gemma":[0.9969143,0.001995074,0.0003131019,0.0004075211,0.0002403584,0.0001295658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009710315,0.0006638042,0.006680132,0.002129004,0.00006534049,0.0001432016,0.02519832,0.003722625,0.008710612,0.3332221,0.002630284,0.6167375],"study_design_scores_gemma":[0.0001015279,0.0006665338,0.04674412,0.002135771,0.00006852639,0.001888371,0.01397886,0.003514853,0.007752731,0.368873,0.5541838,0.00009184495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1956593,0.02741205,0.3587861,0.004949554,0.0006309412,0.0006333711,0.00008445184,0.000257505,0.4115867],"genre_scores_gemma":[0.749273,0.01795514,0.1993331,0.001060706,0.0003559927,0.0007777875,0.00007200473,0.00005538296,0.0311169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005420297,"threshold_uncertainty_score":0.02359748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088607457","doi":"10.5539/ass.v16n10p57","title":"Research on Contemporary “Chinese Theme” Fashion Design based on Aesthetic Distance Theory","year":2020,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"Theme (computing); Clothing; Harmony (color); China; Aesthetics; Style (visual arts); Sociology; History; Art; Literature; Computer science; Visual arts; World Wide Web; Archaeology","authors":[{"name":"Yuru Ma","is_ca":false},{"name":"Xiangyang Bian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1026782871993231,"gpt":0.3707034786270956,"spread":0.2680251914277725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003055843,0.0005526182,0.0002423548,0.001708504,0.003135442,0.003255851,0.000790456,0.0005271304,0.004487322],"category_scores_gemma":[0.002626722,0.0002336697,0.000493,0.002993062,0.00705019,0.003620058,0.001581648,0.001153454,0.0002251764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004956014,"about_ca_system_score_gemma":0.002957942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006697719,"about_ca_topic_score_gemma":0.01160875,"domain_scores_codex":[0.9982107,0.0008264859,0.00007907685,0.0002091895,0.0004989125,0.0001756409],"domain_scores_gemma":[0.9988307,0.0004968495,0.0001145567,0.0001991419,0.0002773728,0.00008140486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005351156,0.00006369314,0.0143009,0.000734911,0.00004429522,0.0005708298,0.1721996,0.001406079,0.003298719,0.6547771,0.003057765,0.1494926],"study_design_scores_gemma":[0.00005725288,0.0005098492,0.08339574,0.001152793,0.000217303,0.002285342,0.2463394,0.01674322,0.008111835,0.1619064,0.4791384,0.0001424995],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5832154,0.003017148,0.05186337,0.00237595,0.0002169205,0.0001740225,0.00004496933,0.00007432694,0.3590179],"genre_scores_gemma":[0.9740165,0.001455873,0.01010552,0.0002240651,0.00002888711,0.00008670734,0.00003749038,0.00003074797,0.01401408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006697719,"threshold_uncertainty_score":0.03595865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1903875840","doi":"10.3968/j.sss.1923018420120304.526","title":"Exploration of Architectural Context from Aesthetics View","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Contextualism; Architecture; Context (archaeology); History of architecture; Sociology; Aesthetics; Epistemology; Architectural engineering; History; Engineering; Art; Philosophy; Archaeology; Linguistics","authors":[{"name":"Li Miao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1572904951924236,"gpt":0.3981669921256781,"spread":0.2408764969332546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007529237,0.0003958653,0.0002236521,0.002471465,0.003326324,0.00661056,0.0004738769,0.0005687997,0.005962679],"category_scores_gemma":[0.0009864856,0.000247226,0.0003614445,0.001761132,0.009670217,0.004139905,0.003242656,0.0008253224,0.0002834398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002898795,"about_ca_system_score_gemma":0.001477726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004819524,"about_ca_topic_score_gemma":0.01367084,"domain_scores_codex":[0.9993303,0.0003753162,0.00001968267,0.000079212,0.0001093565,0.00008617491],"domain_scores_gemma":[0.9996754,0.000111977,0.00003658995,0.00006737847,0.00005344154,0.00005532769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000031999,0.00002158781,0.006286191,0.0001978274,0.00001679478,0.001089521,0.1124225,0.0008505945,0.002615189,0.8488557,0.001967242,0.02564503],"study_design_scores_gemma":[0.00001775558,0.00006858169,0.03116775,0.0004652858,0.00006383391,0.001829418,0.3207732,0.004075276,0.001191496,0.3124177,0.3278808,0.00004887142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3406976,0.002572782,0.02462795,0.004725595,0.0002159324,0.00005091834,0.0001120491,0.00009570262,0.6269016],"genre_scores_gemma":[0.9923031,0.0004018999,0.002701799,0.00007707976,0.00003552829,0.00001456651,0.00002438854,0.00002512615,0.004416544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00661056,"threshold_uncertainty_score":0.02103233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360986251","doi":"10.5430/jct.v12n2p154","title":"Methods of Teaching Graphic Design in HEIs for Art","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Graphic design; Design education; Environmental graphic design; Creativity; Computer science; Communication design; Product design; Higher education; Resource (disambiguation); Multimedia; Product (mathematics); Human–computer interaction; Psychology; Visual arts","authors":[{"name":"Ievgen Gula","is_ca":false},{"name":"Оксана Мазніченко","is_ca":false},{"name":"Anastasiia Kutsenko","is_ca":false},{"name":"Алла Осадча","is_ca":false},{"name":"Наталія Іванівна Кравченко","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04195177155897729,"gpt":0.3764665122439622,"spread":0.3345147406849849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006465529,0.0006071334,0.0003425022,0.005030936,0.001797213,0.004134443,0.001719613,0.0008185484,0.01759353],"category_scores_gemma":[0.01458764,0.0004003944,0.0006841182,0.003987346,0.002381566,0.002335791,0.004464004,0.001979501,0.00393112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003447562,"about_ca_system_score_gemma":0.003540777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357079,"about_ca_topic_score_gemma":0.00364278,"domain_scores_codex":[0.9909152,0.004395675,0.0007086794,0.0009139492,0.002611483,0.0004549848],"domain_scores_gemma":[0.9874257,0.006897688,0.0009429699,0.002724138,0.001269356,0.0007400834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001893401,0.001989473,0.01898478,0.001566483,0.0000419647,0.0002437984,0.04338468,0.00145379,0.006285585,0.05088247,0.009054138,0.8659235],"study_design_scores_gemma":[0.000360621,0.002096642,0.1254911,0.00247424,0.0001246566,0.003180386,0.06220308,0.005785997,0.01849719,0.05245319,0.7271253,0.0002074764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.3303064,0.003087533,0.2276032,0.002437657,0.0002889879,0.005089095,0.0005242647,0.001238291,0.4294246],"genre_scores_gemma":[0.6577902,0.003353866,0.2607262,0.001007902,0.00009199364,0.002677803,0.0004044402,0.0001702127,0.07377731],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01759353,"threshold_uncertainty_score":0.05885625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007807313","doi":"10.5539/ass.v4n8p109","title":"The Application of Chinese Elements in the Product Design","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"CONTEST; Civilization; China; Cultural heritage; Aesthetics; Product (mathematics); Competition (biology); Product design; Chinese culture; Simple (philosophy); Sociology; Political science; Epistemology; Law; Art; Philosophy","authors":[{"name":"Xiaoqing Wu","is_ca":false},{"name":"Jicheng Xie","is_ca":false},{"name":"Yang Mao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01837349870266166,"gpt":0.3230626326878919,"spread":0.3046891339852303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001825206,0.0006962648,0.0001967356,0.001092169,0.002104109,0.002860699,0.0005173762,0.0004630218,0.005297393],"category_scores_gemma":[0.001877226,0.0002768058,0.0004329942,0.001523429,0.004425301,0.002203506,0.00186053,0.000887328,0.0006005344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003570195,"about_ca_system_score_gemma":0.003279697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208568,"about_ca_topic_score_gemma":0.02116422,"domain_scores_codex":[0.998906,0.0004975536,0.00006357144,0.00008909262,0.0003702498,0.00007347677],"domain_scores_gemma":[0.9994851,0.0002069431,0.00003290512,0.00008327088,0.0001535652,0.00003821343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008691329,0.00005661535,0.005225245,0.001087273,0.00005855547,0.000723757,0.03307769,0.002517757,0.01082066,0.5901344,0.01015044,0.3460606],"study_design_scores_gemma":[0.00005073161,0.0004076845,0.01391275,0.001042475,0.0001802201,0.001132557,0.0121061,0.00785189,0.01505645,0.1744676,0.7736748,0.0001167932],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.155555,0.01188374,0.1342446,0.01535977,0.001010819,0.0006030912,0.0001088158,0.000319778,0.6809144],"genre_scores_gemma":[0.7737852,0.01039018,0.1312213,0.001685781,0.0001634918,0.0003140722,0.00006964056,0.0001157542,0.08225459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01208568,"threshold_uncertainty_score":0.0259037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1556647145","doi":"","title":"Art Appreciation Instruction and Changes of Classroom Questioning at Senior Secondary School in Visual Culture Context","year":2015,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Secondary education; Visual arts education; Visual culture; Pedagogy; Mathematics education; School teachers; School education; Psychology; Visual arts; Art; History; The arts","authors":[{"name":"Min Li","is_ca":false},{"name":"Xiaomei Jiang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02715170314419139,"gpt":0.3290165431836493,"spread":0.3018648400394579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001010517,0.0002453765,0.0003237675,0.000688,0.001022889,0.001141257,0.000572962,0.0005817381,0.003951423],"category_scores_gemma":[0.004300499,0.0001471889,0.0003101385,0.0003022556,0.0008802149,0.001009428,0.00185244,0.001047537,0.0003075037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007682663,"about_ca_system_score_gemma":0.0007016265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058375,"about_ca_topic_score_gemma":0.00388242,"domain_scores_codex":[0.9984108,0.0005849203,0.00009348391,0.0002629579,0.0002616805,0.0003861078],"domain_scores_gemma":[0.997804,0.0009038911,0.0002731964,0.0001641323,0.0003357256,0.000519056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006340405,0.005196363,0.2188093,0.0007950069,0.00003920338,0.004014055,0.2270895,0.00108518,0.04699182,0.005910401,0.002514467,0.4869207],"study_design_scores_gemma":[0.0000669146,0.001923129,0.7445924,0.0003723254,0.00009629025,0.001878092,0.1824556,0.001852643,0.02849472,0.004141217,0.03403906,0.00008765964],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916933,0.0001701608,0.001200191,0.000118982,0.00001564187,0.00003121126,0.00001242614,0.00003158516,0.006726575],"genre_scores_gemma":[0.9978679,0.00005762001,0.0007018704,0.00002648955,0.000003323794,0.0000146527,0.00001096696,0.000005634075,0.001311503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003951423,"threshold_uncertainty_score":0.01321888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362589503","doi":"10.51209/platform.1.7.2023.344-358","title":"Features of the specificity and uniqueness of the contemporary Canadian Cirque du Soleil in the context of circology research","year":2023,"lang":"en","type":"article","venue":"ART-platFORM","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cirque; Context (archaeology); Visual arts; Art; Representation (politics); The arts; Sociology; History; Law; Politics; Political science; Geography; Archaeology","authors":[{"name":"Denys SHARYKOV","is_ca":false},{"name":"Dmytro OREL","is_ca":false},{"name":"Kostiantyn Herasymenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09448018417345938,"gpt":0.3164636635969121,"spread":0.2219834794234528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002708588,0.0004140216,0.0004292656,0.004113946,0.01869569,0.01093574,0.001370494,0.001048956,0.007031598],"category_scores_gemma":[0.00485164,0.0002321074,0.0002433006,0.00505762,0.02724699,0.00233959,0.003094498,0.001660748,0.0002666934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05216036,"about_ca_system_score_gemma":0.04306298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8102842,"about_ca_topic_score_gemma":0.9279447,"domain_scores_codex":[0.9964186,0.0008325113,0.00007911509,0.0005318972,0.001079364,0.001058539],"domain_scores_gemma":[0.9970399,0.0007961402,0.000327459,0.0001947962,0.001188973,0.0004528682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001325246,0.00002302513,0.01878749,0.0003636308,0.00002281997,0.001097871,0.4105511,0.0002916472,0.002248131,0.4920735,0.00883716,0.065571],"study_design_scores_gemma":[0.00000815692,0.00005795881,0.09143308,0.0005770965,0.00004817544,0.0007975766,0.5744321,0.0003612917,0.001207392,0.01239169,0.3185689,0.0001164826],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4332047,0.007791131,0.002694674,0.009258253,0.0003457013,0.0000805608,0.0003110156,0.00004232946,0.5462716],"genre_scores_gemma":[0.9886782,0.0009037778,0.0005524053,0.0002716818,0.00004303146,0.0000170137,0.00004843402,0.0000155102,0.009470038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1897158,"threshold_uncertainty_score":0.3816661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390272949","doi":"10.18280/ria.370601","title":"Analysis of the Impact of Color Spaces on Skin Cancer Diagnosis Using Deep Learning Techniques","year":2023,"lang":"fr","type":"article","venue":"Revue d intelligence artificielle","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cancer; Artificial intelligence; Skin cancer; Computer science; Medicine; Dermatology; Internal medicine","authors":[{"name":"Diarra Mamadou","is_ca":false},{"name":"Kacoutchy Jean Ayikpa","is_ca":false},{"name":"Abou Bakary Ballo","is_ca":false},{"name":"Brou Médard Kouassi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09290224272329431,"gpt":0.3791112974052574,"spread":0.2862090546819631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101668,0.0005752753,0.0004325014,0.0007926663,0.0001790688,0.0006881239,0.0003480115,0.0005923073,0.001780845],"category_scores_gemma":[0.003652214,0.0001214438,0.000465029,0.0004454067,0.0002288455,0.0005008412,0.000357957,0.0005541306,0.0003868099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004097088,"about_ca_system_score_gemma":0.0004180564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004843129,"about_ca_topic_score_gemma":0.004544306,"domain_scores_codex":[0.999613,0.0001103672,0.00001433767,0.00007127245,0.0001139686,0.00007713955],"domain_scores_gemma":[0.9977424,0.00151218,0.00008644412,0.00009345359,0.0004675282,0.00009795459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003056169,0.0008238489,0.02689078,0.0004896662,0.0003065204,0.0003171523,0.00009319015,0.3099925,0.05654462,0.001233276,0.006845627,0.5934067],"study_design_scores_gemma":[0.00001394603,0.0002402651,0.007349185,0.00002416011,0.00006951203,0.0000914859,0.00004617526,0.9719187,0.01909941,0.0005933144,0.0005424619,0.00001145042],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8871397,0.004884974,0.09998338,0.0009946816,0.0003998268,0.00006068777,0.0008308324,0.001171922,0.004534003],"genre_scores_gemma":[0.9808139,0.0006531893,0.01584654,0.0001046305,0.00005082758,0.00001094715,0.000483828,0.0000609173,0.001975168],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004843129,"threshold_uncertainty_score":0.009629846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2511494254","doi":"10.5539/ies.v9n9p224","title":"The Exploration of Green Architecture Design Integration Teaching Mode","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Architecture; Sustainable design; Architectural design; Architectural engineering; Class (philosophy); Building design; Green building; Mode (computer interface); Mathematics education; Teaching method; Computer science; Engineering; Psychology; Sustainability; Human–computer interaction; Artificial intelligence; Art; Visual arts; Ecology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1172925333277007,"gpt":0.4099266616485796,"spread":0.2926341283208789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033526,0.0002814936,0.0001573666,0.00063046,0.001231998,0.002849779,0.0008558676,0.0007637808,0.01852348],"category_scores_gemma":[0.001115258,0.0002314332,0.0003229955,0.0004027096,0.001415664,0.002147496,0.002437718,0.001170491,0.001836941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581742,"about_ca_system_score_gemma":0.001882809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129808,"about_ca_topic_score_gemma":0.001871597,"domain_scores_codex":[0.9992921,0.0002750957,0.00001519205,0.0001004339,0.0002260938,0.00009097398],"domain_scores_gemma":[0.9994107,0.0001769798,0.00002738636,0.00008873341,0.0001207369,0.0001754005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002757047,0.001084971,0.008448495,0.0002548859,0.00001338268,0.0006278376,0.05224278,0.002954297,0.034574,0.3832281,0.01409272,0.5022029],"study_design_scores_gemma":[0.000186091,0.001154648,0.01889988,0.0004812322,0.00006584408,0.002092004,0.03715907,0.08488626,0.05563178,0.1621303,0.6371612,0.0001519016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2919075,0.0003638828,0.2420928,0.003577864,0.0001962854,0.0002957457,0.00009801336,0.001719897,0.4597481],"genre_scores_gemma":[0.8436584,0.0002183434,0.07555894,0.0003660992,0.00003591656,0.0001740178,0.00005482955,0.000173401,0.07975996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01852348,"threshold_uncertainty_score":0.06196725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409580756","doi":"10.61091/jcmcc127a-085","title":"An Interpretation of Computational Methods of Time Consciousness and Symbolic Space in Photographic Art in the Age of Digital Imaging","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Consciousness; Space (punctuation); Computer science; Computer graphics (images); Artificial intelligence; Cognitive science; Computer vision; Psychology; Epistemology; Philosophy; Programming language","authors":[{"name":"Yiming Li","is_ca":false},{"name":"Chenxi Ye","is_ca":false},{"name":"Peiyi Wang","is_ca":false},{"name":"Lingjian Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008909341765690587,"gpt":0.3047541824770076,"spread":0.2958448407113171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001158024,0.0004026809,0.000273403,0.001713317,0.0009923152,0.003360601,0.0008293529,0.0006663799,0.005142638],"category_scores_gemma":[0.004235787,0.0002296028,0.0007870519,0.00113762,0.007223118,0.006282937,0.001682068,0.001203737,0.000428802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489676,"about_ca_system_score_gemma":0.0007626972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317469,"about_ca_topic_score_gemma":0.001417189,"domain_scores_codex":[0.9993232,0.0003209973,0.00003311877,0.0001365822,0.0001380712,0.00004800057],"domain_scores_gemma":[0.9987104,0.000682542,0.0001407175,0.0002168765,0.0001911472,0.00005825636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009314674,0.00000529501,0.0004241369,0.00003658187,0.000006006153,0.0000525505,0.00104173,0.001147124,0.000426344,0.9866235,0.0003756831,0.009851678],"study_design_scores_gemma":[0.00001132522,0.00002681178,0.001709187,0.00005758613,0.00001668017,0.0002613177,0.001185168,0.02769702,0.0009619984,0.9514563,0.01658719,0.0000294866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06645423,0.004142568,0.7533042,0.005039294,0.0003784998,0.0000582816,0.0001246234,0.0001812194,0.170317],"genre_scores_gemma":[0.8191936,0.001841324,0.1662526,0.0003952683,0.0002496647,0.0001258099,0.00007955456,0.00009493064,0.01176723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005142638,"threshold_uncertainty_score":0.01720381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1489483212","doi":"","title":"Use of 3D Computer Animation Technology in TV Program Production","year":2014,"lang":"en","type":"article","venue":"Canadian social science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Animation; Computer science; Computer animation; Multimedia; Computer technology; Computer graphics (images); Order (exchange); Attractiveness; Software; Style (visual arts); Quality (philosophy); Computer graphics; Visual arts; Operating system; Art; Aesthetics","authors":[{"name":"Guo Yagang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02502648233540285,"gpt":0.2765940523832564,"spread":0.2515675700478535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007167896,0.000519679,0.0002187825,0.001899572,0.0007018005,0.002103011,0.0007129303,0.0006200658,0.0102122],"category_scores_gemma":[0.001688903,0.0003156595,0.0005585284,0.002041881,0.0009228143,0.001180578,0.001296588,0.0007707723,0.001657458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006762172,"about_ca_system_score_gemma":0.0006882515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00571275,"about_ca_topic_score_gemma":0.006995411,"domain_scores_codex":[0.9992608,0.0002396669,0.0000304877,0.00008955623,0.0003327424,0.00004677749],"domain_scores_gemma":[0.9993501,0.0002825434,0.00004217059,0.0001235361,0.000166476,0.00003517052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001783118,0.0001157948,0.003591667,0.001028527,0.00005197648,0.0005372619,0.002462382,0.009386256,0.06036415,0.07575079,0.01897676,0.8275561],"study_design_scores_gemma":[0.00004379272,0.0003252892,0.01178571,0.001025314,0.000164358,0.003445793,0.001216433,0.05045973,0.06952868,0.0240495,0.8377025,0.0002529832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05454329,0.01841779,0.6264937,0.002006655,0.001009902,0.0003308649,0.00072085,0.00337418,0.2931028],"genre_scores_gemma":[0.4875823,0.02365098,0.4284006,0.0005756171,0.0004408929,0.0003362691,0.0008236826,0.0008165622,0.05737308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0102122,"threshold_uncertainty_score":0.03416324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387842144","doi":"10.5539/ass.v19n6p20","title":"The Origin of Su Embroidery","year":2023,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Donghua University","keywords":"Period (music); Style (visual arts); Spring and Autumn period; Art; Visual arts; Aesthetics","authors":[{"name":"Shuai Xu","is_ca":false},{"name":"Longdi Cheng","is_ca":false},{"name":"Yunying Liu","is_ca":false},{"name":"Youping Lian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03131349671144345,"gpt":0.3249278123050755,"spread":0.293614315593632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000777263,0.0003599205,0.0002912706,0.0009671943,0.003502199,0.002422957,0.0003627986,0.0007515172,0.005524322],"category_scores_gemma":[0.001353582,0.0001896402,0.0002288198,0.001227265,0.006331111,0.002167847,0.001659314,0.001763345,0.0008571191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002399247,"about_ca_system_score_gemma":0.001445683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003410227,"about_ca_topic_score_gemma":0.0058482,"domain_scores_codex":[0.9993613,0.0001898023,0.00003567596,0.000151836,0.0001264929,0.0001348612],"domain_scores_gemma":[0.9996299,0.0001299128,0.00004937137,0.00005500426,0.00008876859,0.00004703884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001485761,0.00003778639,0.006051941,0.0002888923,0.00001345821,0.001396197,0.07646373,0.0001231084,0.003435102,0.8091993,0.00649933,0.09634256],"study_design_scores_gemma":[0.0000245821,0.0002517651,0.01739185,0.000472941,0.00003260334,0.002778674,0.014715,0.0004855492,0.00297986,0.0576833,0.903119,0.00006484877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2992842,0.01384473,0.006105349,0.005297223,0.001218346,0.00006869903,0.0001442135,0.0001735433,0.6738635],"genre_scores_gemma":[0.9443107,0.002457717,0.001590273,0.0004999635,0.0002229308,0.00002722749,0.00005751425,0.00007381462,0.05075986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005524322,"threshold_uncertainty_score":0.01848066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155830123","doi":"","title":"Advantages and Thinking on Design of Chinese Characters’ Graphics","year":2015,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Chinese characters; Pronunciation; Character (mathematics); Graphics; Chinese culture; Meaning (existential); Composition (language); Perception; Computer science; Kanji; Design thinking; Linguistics; China; Psychology; Human–computer interaction; History; Artificial intelligence; Computer graphics (images); Mathematics","authors":[{"name":"Zhen Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03424111381483416,"gpt":0.3402702392596439,"spread":0.3060291254448098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001798425,0.0008837155,0.0001823353,0.001069915,0.00161844,0.0037832,0.0007071104,0.0008154243,0.006442307],"category_scores_gemma":[0.003134039,0.0003428008,0.000537584,0.0007369768,0.004799294,0.003561949,0.001554435,0.001072057,0.0007230089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647892,"about_ca_system_score_gemma":0.001734217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479393,"about_ca_topic_score_gemma":0.002266225,"domain_scores_codex":[0.9980257,0.001146217,0.0000777054,0.0001674208,0.0004594171,0.0001237086],"domain_scores_gemma":[0.9990434,0.0003642706,0.00006796471,0.0001613949,0.0002556258,0.0001072913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000755126,0.00002716031,0.00169962,0.0004985739,0.0000196034,0.0004345857,0.02981623,0.00251857,0.006540156,0.8465728,0.003860962,0.1079364],"study_design_scores_gemma":[0.00009531681,0.0003531337,0.003459275,0.0007118703,0.0001310846,0.001346687,0.01697811,0.01607638,0.01293198,0.2372638,0.7105442,0.0001082293],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09199009,0.004516579,0.3559437,0.006641319,0.0006998657,0.0002562268,0.00007027152,0.0007254205,0.5391565],"genre_scores_gemma":[0.7790553,0.00271263,0.1694095,0.0005953134,0.0001483133,0.0003070569,0.00005427872,0.000176396,0.04754122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006442307,"threshold_uncertainty_score":0.02155167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409603807","doi":"10.61091/jcmcc127b-248","title":"Research on Artistic Pattern Generation for Clothing Design Based on Style Transfer","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Clothing; Style (visual arts); Aesthetics; Visual arts; Architectural engineering; Art; Engineering; History; Archaeology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07449420570139847,"gpt":0.3508293558701686,"spread":0.2763351501687701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007341687,0.0009342533,0.0004610808,0.0008156578,0.000260557,0.001525442,0.001224412,0.0007646901,0.005133283],"category_scores_gemma":[0.002017293,0.0004809075,0.00135478,0.001003288,0.000613295,0.002073444,0.0006259191,0.00128888,0.002116607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006230358,"about_ca_system_score_gemma":0.0003234016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290599,"about_ca_topic_score_gemma":0.002886334,"domain_scores_codex":[0.9994963,0.000122965,0.00002778975,0.0002020841,0.0001017936,0.00004909285],"domain_scores_gemma":[0.9992533,0.0002680909,0.00006052932,0.0002716197,0.00009479506,0.00005166117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002261656,0.0002747959,0.005791112,0.0007217208,0.0001569272,0.0002279512,0.0003142194,0.1085775,0.04436535,0.01359601,0.01009311,0.8156551],"study_design_scores_gemma":[0.00002786638,0.0002511931,0.00413292,0.00009808639,0.00006223826,0.0005297931,0.0001315194,0.9236669,0.02575525,0.01694617,0.02836273,0.00003531662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1236108,0.003763176,0.8453344,0.0006971189,0.0005233889,0.0002015823,0.000685802,0.003885307,0.02129842],"genre_scores_gemma":[0.5708595,0.002397257,0.3905891,0.0005070687,0.0001692464,0.0001324319,0.002203341,0.0007211178,0.03242093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005133283,"threshold_uncertainty_score":0.01717252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312776326","doi":"10.2139/ssrn.4253967","title":"Product Aesthetic Design: A Machine Learning Augmentation","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Product design; Product (mathematics); Aesthetics; Computer science; Artificial intelligence; Mathematics; Art","authors":[{"name":"Alex Burnap","is_ca":false},{"name":"John R. Hauser","is_ca":false},{"name":"Artem Timoshenko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01603225878929311,"gpt":0.2508420658368389,"spread":0.2348098070475458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008084044,0.000737696,0.0005800107,0.0009516249,0.0002866313,0.00107162,0.001092781,0.0008428161,0.01234763],"category_scores_gemma":[0.004363337,0.0003716553,0.0009632596,0.0007563315,0.0005524139,0.001370219,0.001041547,0.001180665,0.002374274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686529,"about_ca_system_score_gemma":0.0004220381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009000238,"about_ca_topic_score_gemma":0.001558969,"domain_scores_codex":[0.9993808,0.0001602141,0.00003023674,0.0001818589,0.000213041,0.00003383298],"domain_scores_gemma":[0.9980953,0.0007505572,0.00009841882,0.0004767012,0.0005315663,0.00004736217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003175632,0.00048063,0.002885458,0.0002959622,0.00006004705,0.00009234619,0.0001152012,0.07161362,0.01954059,0.00913156,0.01061995,0.884847],"study_design_scores_gemma":[0.00003059715,0.0002486875,0.002072337,0.0000528261,0.00005052821,0.0001925468,0.00004198422,0.970282,0.007793758,0.01035443,0.008860759,0.00001954914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08247076,0.0006246307,0.8829804,0.0007644331,0.0004266353,0.0003232754,0.0006569689,0.004142105,0.02761083],"genre_scores_gemma":[0.557611,0.0003907229,0.4232765,0.0003024564,0.0001724433,0.0002733821,0.0009561969,0.0003724686,0.01664483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01234763,"threshold_uncertainty_score":0.04130697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113706896","doi":"10.2478/jef-2020-0015","title":"The Development of Bandura Music Art Between the 1920s and 1940s","year":2020,"lang":"en","type":"article","venue":"Journal of Ethnology and Folkloristics","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ukrainian; Political science; Emigration; Communism; Sociology; Law","authors":[{"name":"Maryna Berezutska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05132591314161657,"gpt":0.2703482577557882,"spread":0.2190223446141716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001241618,0.0002621456,0.000320897,0.003963384,0.003936673,0.003874502,0.000566228,0.0007278399,0.00518701],"category_scores_gemma":[0.002112829,0.0002865933,0.000163244,0.002089041,0.004858552,0.001476077,0.002967502,0.001204759,0.0006022218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005349953,"about_ca_system_score_gemma":0.001040509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02777451,"about_ca_topic_score_gemma":0.05595354,"domain_scores_codex":[0.9991989,0.0002245304,0.00003208844,0.0001305536,0.0001519614,0.0002620207],"domain_scores_gemma":[0.9994664,0.0001550454,0.0001260073,0.00004588457,0.0001217547,0.00008493044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005688726,0.0001602842,0.07960711,0.0005051784,0.00005996222,0.003445918,0.6362769,0.0003495545,0.004298054,0.06563048,0.004208995,0.2048887],"study_design_scores_gemma":[0.00001088027,0.0001573218,0.6516042,0.0005351833,0.00002582068,0.001279141,0.1680129,0.0001730188,0.001273644,0.002046088,0.1748434,0.00003847666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403915,0.004085768,0.0002265912,0.0004922099,0.00008798736,0.00001934207,0.0001369597,0.00001582974,0.05454376],"genre_scores_gemma":[0.9951474,0.0004666114,0.00008094857,0.00004231384,0.00002061785,0.000006044545,0.00003779019,0.000008246138,0.004190094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02777451,"threshold_uncertainty_score":0.05522567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2799518726","doi":"10.1139/tcsme-2013-0081","title":"ON THE SYMBOLIZED REPRESENTATION OF INNOVATIVE BICYCLE WITH FUNCTIONAL ELEMENTS CHARACTERISTICS FOR CREATIVE DESIGN","year":2013,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Representation (politics); Computer science; Functional design; Programming language","authors":[{"name":"Nien-Te Liu","is_ca":false},{"name":"Chang-Tzuoh Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0310427752191576,"gpt":0.2382001155305147,"spread":0.2071573403113571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004823612,0.0004948456,0.0003085792,0.001069424,0.0008576976,0.002571434,0.0007385901,0.0007459525,0.005932326],"category_scores_gemma":[0.001894746,0.0002303002,0.0008115136,0.00120541,0.003292773,0.003769308,0.001518165,0.0009817376,0.0009378747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013889,"about_ca_system_score_gemma":0.0006770093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001220037,"about_ca_topic_score_gemma":0.00116652,"domain_scores_codex":[0.9995278,0.0002064247,0.00003007664,0.00008404979,0.0001070925,0.00004454274],"domain_scores_gemma":[0.9996251,0.0001250314,0.00003616674,0.00009995953,0.00008051262,0.00003316221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002492264,0.000008595835,0.0001233678,0.00006944479,0.000004972639,0.0001029158,0.0009575473,0.005456461,0.002575613,0.9636804,0.0009641491,0.02603156],"study_design_scores_gemma":[0.00002408657,0.00008971446,0.0003554325,0.0001747698,0.00003925485,0.0004747303,0.0009113708,0.1242566,0.004452779,0.7559546,0.1132094,0.00005712352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02204164,0.0008024808,0.9253123,0.0006075062,0.0001910031,0.00004977456,0.00008793525,0.0003319616,0.05057549],"genre_scores_gemma":[0.4606206,0.001069128,0.5238907,0.0001957776,0.0000911291,0.0001491916,0.0002279216,0.0001980049,0.0135574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005932326,"threshold_uncertainty_score":0.0198456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049229363","doi":"10.5430/ijhe.v9n7p387","title":"Information Interactive Design as a Discipline in the Professional Training of a Modern Graphic Designer","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Graphic design; Environmental graphic design; Curriculum; Product design; Product (mathematics); Ukrainian; Creativity; Computer science; Design education; Communication design; Industrial design; Field (mathematics); Knowledge management; Engineering management; Multimedia; Engineering; Business; Sociology; Psychology; Pedagogy; Mechanical engineering","authors":[{"name":"Iryna I. Tsidylo","is_ca":false},{"name":"Volodymyr G. Cherniyavskyi","is_ca":false},{"name":"Nataliia V. Barna","is_ca":false},{"name":"Lesia Smyrna","is_ca":false},{"name":"Valentyna M. Medvedyeva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04961535956623495,"gpt":0.3637761081070602,"spread":0.3141607485408252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00258817,0.0002626604,0.0002139683,0.001780935,0.00312324,0.006283923,0.0005444086,0.002016336,0.005177531],"category_scores_gemma":[0.004249179,0.0001993636,0.0002708329,0.002045485,0.008189246,0.002498957,0.002652941,0.001834122,0.001531336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00340212,"about_ca_system_score_gemma":0.005575387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081797,"about_ca_topic_score_gemma":0.003149181,"domain_scores_codex":[0.9957377,0.002335189,0.000206065,0.0004524202,0.0009411257,0.0003274961],"domain_scores_gemma":[0.997118,0.001595719,0.0002805574,0.0003744646,0.0003473966,0.000283812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007416556,0.0001371591,0.007118227,0.001019924,0.00001731634,0.000945885,0.1497904,0.0009062947,0.004036998,0.5335907,0.02405568,0.2783072],"study_design_scores_gemma":[0.00001113829,0.0001094325,0.009614421,0.000794221,0.00001960231,0.002474579,0.02527177,0.000736088,0.001888119,0.0412659,0.917786,0.00002887104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.198654,0.03644099,0.06037308,0.01980649,0.001414802,0.0001732663,0.00008803885,0.0006323516,0.682417],"genre_scores_gemma":[0.8786461,0.006361222,0.02501802,0.003221273,0.0002993533,0.0001004501,0.00005604156,0.0001547819,0.08614276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006283923,"threshold_uncertainty_score":0.02468419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2636833944","doi":"10.5539/ass.v13n7p131","title":"Thai Traditional Hanging Garland Decoration to the Pattern Design Adapted on Suan Sunandha Rajabhat University Souvenir","year":2017,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Suan Sunandha Rajabhat University","keywords":"Gardenia; Accidental sampling; Residence; Computer science; Sociology; Medicine; Population","authors":[{"name":"Rosjana Chandhasa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06786715315182056,"gpt":0.2768553124127679,"spread":0.2089881592609473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008049594,0.0003374571,0.0001574692,0.0006709542,0.001084302,0.001340063,0.0005029308,0.0003353818,0.007103703],"category_scores_gemma":[0.001338871,0.0001820922,0.0004157384,0.001135404,0.0006666782,0.0006798079,0.0009411493,0.0003491261,0.0008466662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008435309,"about_ca_system_score_gemma":0.001434593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003206201,"about_ca_topic_score_gemma":0.01182507,"domain_scores_codex":[0.9991989,0.0003235135,0.00005794313,0.00009736833,0.0002465375,0.00007576881],"domain_scores_gemma":[0.9993294,0.0001719713,0.00005346301,0.000102331,0.0002327906,0.0001100422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000620886,0.0006087424,0.04904644,0.002573397,0.00004390642,0.003994377,0.07622859,0.004468521,0.06981585,0.01548994,0.01028175,0.7668277],"study_design_scores_gemma":[0.0001046975,0.002709159,0.2022361,0.00113693,0.0002303768,0.004580001,0.1510022,0.01385151,0.03602481,0.007531491,0.5804136,0.0001792207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8571008,0.0004883084,0.06393614,0.0007023993,0.0001494552,0.001003048,0.0003118496,0.0003900138,0.07591797],"genre_scores_gemma":[0.8377377,0.0005717055,0.1273949,0.0001193434,0.00001915795,0.000707041,0.0004062666,0.000117443,0.03292635],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007103703,"threshold_uncertainty_score":0.02376425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7034396375","doi":"","title":"Taphonomy of very ancient microfossils from the similar to 3400 Ma Strelley Pool Formation and similar to 1900 Ma Gunflint Formation: New insights using a focused ion beam","year":2012,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Taphonomy; Precambrian; Focused ion beam; Sponge spicule; Micrometer; Pillar; Calcite","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04340805304569143,"gpt":0.2603739299638687,"spread":0.2169658769181772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001387184,0.0002691638,0.0001989172,0.001345582,0.0008558766,0.0006144257,0.0003768918,0.0003251893,0.001669234],"category_scores_gemma":[0.0003518187,0.0002012631,0.0001779536,0.0005552298,0.0006701963,0.0002399745,0.0006453109,0.0001804874,0.0002144274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394422,"about_ca_system_score_gemma":0.0007770409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1575799,"about_ca_topic_score_gemma":0.3560317,"domain_scores_codex":[0.9999237,0.000003248523,0.000004900854,0.00002654187,0.00002378739,0.00001776651],"domain_scores_gemma":[0.9999026,0.00001267626,0.00001953338,0.000006820833,0.00003689534,0.00002138308],"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":[0.0002360252,0.00002609915,0.3365671,0.000196917,0.0001206683,0.002984734,0.008419687,0.0009062273,0.6194308,0.0004439329,0.0001999024,0.03046787],"study_design_scores_gemma":[0.00000266002,0.00003364581,0.9915469,0.0000130001,0.00001840618,0.0006869174,0.0007002436,0.0004048519,0.005355872,0.00003549387,0.001193705,0.000008272252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986435,0.0001276527,0.0001457625,0.00001106082,0.000001406397,0.000004846043,0.00009802724,0.000009128055,0.0009585312],"genre_scores_gemma":[0.9984786,0.0001105141,0.0004514847,0.00001477451,0.000001776471,0.00000468471,0.0001810268,0.000008508549,0.0007487396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575799,"threshold_uncertainty_score":0.3133253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946104077","doi":"10.3968/11044","title":"To Promote the Education of Digital Media Art Through Design Contest","year":2019,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"CONTEST; Mathematics education; Multimedia; Computer science; Psychology; Political science","authors":[{"name":"Hui Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03678032025862331,"gpt":0.3296153789487412,"spread":0.2928350586901178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004777723,0.0007957447,0.0003292431,0.001163747,0.003319751,0.005126617,0.001315136,0.002224552,0.01318518],"category_scores_gemma":[0.007642129,0.0002921662,0.0006087091,0.0006136786,0.002741109,0.004425123,0.006702965,0.00279233,0.002860807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721064,"about_ca_system_score_gemma":0.003642754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007706375,"about_ca_topic_score_gemma":0.00175783,"domain_scores_codex":[0.9942848,0.002951811,0.0001935587,0.0004132723,0.001368312,0.0007882187],"domain_scores_gemma":[0.9947065,0.001766651,0.0006810185,0.0005820525,0.0007006178,0.001563288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002325824,0.003982998,0.00904442,0.002654104,0.00004062388,0.0008313964,0.06294777,0.002810451,0.02119646,0.260775,0.03836138,0.5971228],"study_design_scores_gemma":[0.0001073505,0.0004861146,0.01024548,0.0009714119,0.00003466458,0.001181623,0.01994581,0.003218206,0.01151529,0.07124548,0.8809711,0.00007747689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2531231,0.004665036,0.2003803,0.03075422,0.002203783,0.001090865,0.00008859342,0.001617365,0.5060767],"genre_scores_gemma":[0.8253818,0.002019984,0.09298442,0.003438303,0.000384981,0.0005040803,0.0001069382,0.000254322,0.07492521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01318518,"threshold_uncertainty_score":0.04410881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2464260208","doi":"10.18280/mmep.030204","title":"The Design and Research of a Creative Automatic Bouncing Socket","year":2016,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Human–computer interaction; Computer science; Engineering; Engineering drawing","authors":[{"name":"Yaxuan Yang","is_ca":false},{"name":"Chunyan Zhang","is_ca":false},{"name":"Yunwei Huang","is_ca":false},{"name":"Yunshan Guo","is_ca":false},{"name":"Jiayan Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09417563616766428,"gpt":0.2950198818753507,"spread":0.2008442457076864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002348255,0.0008315722,0.001026011,0.001183555,0.001266156,0.002756846,0.003086514,0.001643916,0.008561528],"category_scores_gemma":[0.002704499,0.0006045302,0.001028742,0.000909994,0.001518572,0.002598935,0.002101425,0.001140228,0.001600916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000706938,"about_ca_system_score_gemma":0.001161671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004530846,"about_ca_topic_score_gemma":0.0002670409,"domain_scores_codex":[0.9989084,0.0001982644,0.00008781217,0.0001911391,0.0004634045,0.0001509946],"domain_scores_gemma":[0.9987319,0.000244262,0.0001026957,0.0003435868,0.0003655645,0.0002119853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001915486,0.001035026,0.004623268,0.001965056,0.0001992375,0.001124365,0.002436742,0.1144544,0.266177,0.2122591,0.009207941,0.3846024],"study_design_scores_gemma":[0.0003918012,0.003387606,0.002589907,0.0002856503,0.0002429471,0.001744658,0.0006921645,0.7383279,0.1138084,0.02595431,0.1123227,0.0002518424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05674027,0.0003148542,0.929865,0.0002683864,0.0005376902,0.0003278219,0.00009833926,0.001921646,0.009925948],"genre_scores_gemma":[0.6296535,0.0004542505,0.3507885,0.0001212998,0.0001107943,0.0003286975,0.000203882,0.0005097053,0.01782934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008561528,"threshold_uncertainty_score":0.02864116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389841250","doi":"10.5267/j.dsl.2023.12.003","title":"A multi-criteria decision-making integrated approach for identifying and ranking factors affecting the quality of cosmetic surgery clinic services","year":2023,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Ranking (information retrieval); Delphi method; Analytic network process; Quality management; Analytic hierarchy process; Medicine; Operations management; Computer science; Marketing; Business; Operations research; Service (business); Engineering","authors":[{"name":"Seyedehfatemeh Golrizgashti","is_ca":false},{"name":"Nasser Safaie","is_ca":false},{"name":"Mohammad Reza Saadatmand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1745659204161084,"gpt":0.4410756692677557,"spread":0.2665097488516473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01924156,0.00256798,0.002894842,0.008404501,0.002651275,0.006263375,0.003127595,0.002552829,0.006156518],"category_scores_gemma":[0.01735032,0.001314202,0.002829659,0.005970296,0.001452832,0.002449643,0.003846673,0.002168224,0.0003344274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005973435,"about_ca_system_score_gemma":0.01024884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006664782,"about_ca_topic_score_gemma":0.01007232,"domain_scores_codex":[0.9845315,0.01043865,0.001089594,0.0008998328,0.002256822,0.0007835692],"domain_scores_gemma":[0.9875613,0.009055809,0.0007508664,0.0001910419,0.001846548,0.0005943732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0008265385,0.001526959,0.01082735,0.004285887,0.001644157,0.001386784,0.004850039,0.6988704,0.006179434,0.05527795,0.004500812,0.2098237],"study_design_scores_gemma":[0.0002222566,0.0008956498,0.002876693,0.0008253009,0.0004778771,0.0001806935,0.003996526,0.9355548,0.00159485,0.04776677,0.005434886,0.0001737086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07209417,0.001230851,0.9035399,0.001627908,0.0001250894,0.004638313,0.0004380587,0.0002436999,0.01606199],"genre_scores_gemma":[0.3554432,0.0006018973,0.6388504,0.0002158298,0.00004739846,0.003128242,0.0003394271,0.00002606628,0.001347516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01924156,"threshold_uncertainty_score":0.1017603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232393505","doi":"10.1177/1715163513482711","title":"Public Health Watch","year":2013,"lang":"fr","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Public health; Business; Political science; Medicine; Nursing","authors":[{"name":"Kathie Lynas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1654574468751817,"gpt":0.2971557763028952,"spread":0.1316983294277135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009789407,0.001105319,0.001022375,0.003760071,0.001841138,0.00423226,0.001524838,0.005549525,0.5154287],"category_scores_gemma":[0.007552411,0.0005236606,0.001032441,0.003214995,0.0007151135,0.001992223,0.00232896,0.004118074,0.3826511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002239921,"about_ca_system_score_gemma":0.009167911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08358466,"about_ca_topic_score_gemma":0.1432856,"domain_scores_codex":[0.9990761,0.000071775,0.00003989254,0.0000892037,0.0005234923,0.0001995822],"domain_scores_gemma":[0.9954776,0.0007110507,0.000303298,0.0002189016,0.001846621,0.001442542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008964111,0.000006688278,0.00004395239,0.00004776222,9.691132e-7,0.000009315832,0.000004875455,0.000003762616,0.00001080835,0.0002068006,0.9875398,0.01211646],"study_design_scores_gemma":[0.00001830978,0.000005111586,0.0006390948,0.0001567473,0.000003447712,0.00001134195,0.00002777578,0.000007966382,0.00001145652,0.0002270982,0.9988888,0.000002962365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004806708,0.01576186,0.0003154902,0.07946336,0.05678471,0.0003920158,0.02362151,0.001824426,0.8213559],"genre_scores_gemma":[0.001540027,0.006433772,0.0002738245,0.04157707,0.01055093,0.0002138474,0.007004822,0.0002731289,0.9321326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5154287,"threshold_uncertainty_score":0.6911822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111911734","doi":"10.5539/ach.v6n2p16","title":"Animation Program History in Fine ART Schools of China","year":2014,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Animation; China; Quality (philosophy); Fine art; Computer animation; Visual arts education; Visual arts; Subject (documents); Multimedia; Sociology; Computer science; Political science; Art; The arts; World Wide Web; Law","authors":[{"name":"Yang Cao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01133002082502458,"gpt":0.2309432374282709,"spread":0.2196132166032463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004785463,0.0001526609,0.0001256539,0.003025067,0.003851694,0.001353092,0.0003569495,0.000413901,0.01319599],"category_scores_gemma":[0.0008136953,0.0001998781,0.0001390158,0.004059943,0.001000195,0.001057739,0.0009896358,0.0005229783,0.0004075685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005018213,"about_ca_system_score_gemma":0.006133038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07620542,"about_ca_topic_score_gemma":0.1752431,"domain_scores_codex":[0.9996141,0.00004449045,0.00002346581,0.00007378426,0.00009694099,0.0001471481],"domain_scores_gemma":[0.9995885,0.000051408,0.00007141352,0.00001840135,0.00008362409,0.000186585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002437514,0.0002449511,0.2707611,0.00117729,0.00004231971,0.003761836,0.09620729,0.00139281,0.002843941,0.1256799,0.04186774,0.455777],"study_design_scores_gemma":[0.00001131385,0.00007038873,0.5802231,0.0003114675,0.00002661211,0.0006631779,0.01113669,0.0007122434,0.0007427733,0.002524619,0.4035344,0.00004309369],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8082565,0.01085452,0.0009453031,0.005030629,0.0002808015,0.0001141114,0.0006380068,0.0001119456,0.1737681],"genre_scores_gemma":[0.948714,0.003209973,0.0003870413,0.0002995557,0.00006113404,0.00002025785,0.0002550166,0.00001971241,0.04703321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07620542,"threshold_uncertainty_score":0.1515237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311783133","doi":"10.5267/j.ijdns.2022.9.007","title":"Data analysis of digital interactive art through information technology","year":2022,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Information technology; Computer science; Process (computing); Productivity; Multimedia; Interactive media; Population; Sociology; Mathematics; Statistics","authors":[{"name":"Ali Mohammad Ali Alqudah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04017409033671944,"gpt":0.3503671455877585,"spread":0.3101930552510391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003120434,0.0003625156,0.0004213441,0.009134554,0.001180421,0.001780717,0.0006177226,0.0004745131,0.006922928],"category_scores_gemma":[0.01611898,0.0001812784,0.0005929662,0.01078337,0.0008916062,0.001254897,0.001484889,0.0006191074,0.00110887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097712,"about_ca_system_score_gemma":0.002014655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003231551,"about_ca_topic_score_gemma":0.004912559,"domain_scores_codex":[0.9944732,0.00167934,0.0008893793,0.0004989071,0.00211904,0.0003401293],"domain_scores_gemma":[0.9809875,0.01015981,0.002058975,0.001694752,0.004737222,0.0003616769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00109564,0.0008767181,0.3995575,0.005063628,0.0001979322,0.001603401,0.05671482,0.002001423,0.01217984,0.01269356,0.01435492,0.4936606],"study_design_scores_gemma":[0.00005642035,0.001011264,0.7580137,0.001514603,0.0001742608,0.001001164,0.07770795,0.004340818,0.02097595,0.004523497,0.1305295,0.0001507156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8791654,0.00076384,0.02621951,0.0005676364,0.00009536088,0.007513562,0.04331563,0.0002546874,0.04210425],"genre_scores_gemma":[0.8820807,0.0008465822,0.0673967,0.000168423,0.00007840151,0.01404035,0.02431934,0.0001031154,0.0109663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009134554,"threshold_uncertainty_score":0.0231595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990666271","doi":"10.1080/02560046.2019.1679207","title":"<i>Yixiang</i> (<i>意象</i>) in Contemporary Chinese Ink Installation Art","year":2019,"lang":"en","type":"article","venue":"Critical Arts","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Chinese art; Contemporary art; Style (visual arts); China; Aesthetics; Context (archaeology); Visual arts; Painting; Art methodology; Art; Sociology; History; Art history; Performance art","authors":[{"name":"Siying Duan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03011526322627359,"gpt":0.3086913464298628,"spread":0.2785760832035892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006804541,0.000430864,0.0001242765,0.0007257845,0.003712863,0.002848739,0.0004204923,0.0006086041,0.002849353],"category_scores_gemma":[0.0005459131,0.0001833087,0.0001986631,0.001635723,0.01006713,0.002033725,0.001485483,0.001094858,0.0002044576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003757526,"about_ca_system_score_gemma":0.002445075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01624221,"about_ca_topic_score_gemma":0.02002993,"domain_scores_codex":[0.9997128,0.00006817427,0.00001453943,0.00006057067,0.00007755726,0.00006630699],"domain_scores_gemma":[0.9998591,0.00006959707,0.00001627389,0.00001961657,0.00001780159,0.00001763271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006201471,0.00001937586,0.005170414,0.0006127153,0.00001360919,0.001025876,0.1416792,0.0008011257,0.003291868,0.7741254,0.006453576,0.0667448],"study_design_scores_gemma":[0.00002610748,0.0001828133,0.03781241,0.0007844236,0.0001151459,0.002283429,0.09283715,0.003835741,0.006124866,0.1053245,0.7505692,0.0001041536],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4648578,0.01611684,0.01007209,0.007948898,0.0006925299,0.00010853,0.00007426385,0.0001379412,0.4999911],"genre_scores_gemma":[0.9662892,0.003594209,0.001427985,0.0003450097,0.0001164431,0.00003900967,0.00001855381,0.00003435881,0.02813525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01624221,"threshold_uncertainty_score":0.03229535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1883231486","doi":"10.3968/7589","title":"Traditional Chinese culture in modern Product Design","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Product design; Chinese culture; Product (mathematics); Context (archaeology); Western culture; Aesthetics; Sociology; Engineering ethics; China; History; Political science; Engineering; Art; Law","authors":[{"name":"Qing Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07879141575258718,"gpt":0.2878061434057905,"spread":0.2090147276532033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001741372,0.0004316796,0.0001934916,0.0009780332,0.003127223,0.002766196,0.0004853987,0.0004533594,0.005683799],"category_scores_gemma":[0.001630796,0.0002775688,0.0002949386,0.001725956,0.00485967,0.00207444,0.001694341,0.0007535352,0.0003691208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005101001,"about_ca_system_score_gemma":0.003573212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02091791,"about_ca_topic_score_gemma":0.02622609,"domain_scores_codex":[0.9988438,0.0004137773,0.00008801769,0.00009096369,0.0004080452,0.0001553832],"domain_scores_gemma":[0.9994684,0.0001800879,0.00006994755,0.00007439837,0.0001483472,0.00005887327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001202335,0.00009182085,0.01903295,0.00101089,0.00007114086,0.001274462,0.1361272,0.001806874,0.003136119,0.6316639,0.008113946,0.1975504],"study_design_scores_gemma":[0.00008707697,0.0003855431,0.06491663,0.00159402,0.0002373084,0.002327727,0.07620876,0.006024991,0.005818972,0.1570392,0.6851406,0.0002193215],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4243819,0.01773785,0.01789052,0.007652524,0.000502173,0.0002011526,0.0000921246,0.00009378173,0.5314479],"genre_scores_gemma":[0.9626929,0.00469247,0.004994805,0.0006565035,0.00004443389,0.00006219601,0.00002309696,0.00002688159,0.02680694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02091791,"threshold_uncertainty_score":0.04159236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404512128","doi":"10.5539/ass.v20n6p90","title":"The Influence of Cultural Heritage Digitalization on the Public Aesthetics – A Case Study of the Dunhuang Mogao Grottoes","year":2024,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Aesthetics; Cultural heritage; Art; Political science; Archaeology; History","authors":[{"name":"Du Hang","is_ca":false},{"name":"Chen Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02509362732839802,"gpt":0.3008200604419006,"spread":0.2757264331135026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009417273,0.0002694642,0.0002807014,0.001138707,0.01294346,0.002713304,0.00105735,0.001184745,0.0046865],"category_scores_gemma":[0.001348507,0.0002722626,0.0003090173,0.001410383,0.005276589,0.00120002,0.002795937,0.001437523,0.0002240634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004879875,"about_ca_system_score_gemma":0.002394558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05993241,"about_ca_topic_score_gemma":0.200115,"domain_scores_codex":[0.9992601,0.0003415499,0.00001253684,0.00006201742,0.0001223159,0.0002013938],"domain_scores_gemma":[0.9992895,0.0003005257,0.0000855699,0.00006090483,0.00006784433,0.0001955924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001618654,0.0006923449,0.03221283,0.000283619,0.00002132543,0.04883672,0.8532297,0.0004521367,0.004424488,0.01432071,0.003489495,0.04187472],"study_design_scores_gemma":[0.000008830426,0.0001508348,0.02811224,0.0001156678,0.00001477259,0.003576079,0.9208891,0.0003327855,0.0007588106,0.0008409847,0.04517049,0.00002943613],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859238,0.0001295635,0.0001896943,0.0005094473,0.00001682289,0.00003184532,0.00001755999,0.000003995889,0.01317735],"genre_scores_gemma":[0.9936848,0.0001966901,0.000406601,0.00008199982,0.000008904864,0.0000146703,0.000009826114,0.000007305331,0.005589212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05993241,"threshold_uncertainty_score":0.1191671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205009560","doi":"10.23977/aetp.2021.57009","title":"Application of Ecology and Environmental Protection Concept in Environmental Art Design","year":2021,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Environmental art; Sustainable development; Sustainable design; Environmental quality; Environmental resource management; Order (exchange); Ecological design; Sustainability; Environmental planning; Engineering; Architectural engineering; Business; Ecology; Environmental science","authors":[{"name":"Jiangpeng Wei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01052961232984192,"gpt":0.3001990810876446,"spread":0.2896694687578027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001649197,0.0005508271,0.000207546,0.002132767,0.0017864,0.002886927,0.0007513715,0.001277853,0.006541179],"category_scores_gemma":[0.002049275,0.0002611609,0.0006072255,0.001226693,0.004984258,0.004118307,0.002493198,0.001033298,0.0006198395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609911,"about_ca_system_score_gemma":0.002007394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746819,"about_ca_topic_score_gemma":0.002182713,"domain_scores_codex":[0.9983521,0.0006909709,0.00009965274,0.0001714563,0.0005977916,0.00008811651],"domain_scores_gemma":[0.9992014,0.0003939143,0.00004796781,0.00008602314,0.0002200075,0.00005068459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003353002,0.00008282186,0.003053959,0.0005663437,0.00001606224,0.0003441994,0.004517778,0.002957865,0.003661526,0.7389127,0.003273265,0.2425799],"study_design_scores_gemma":[0.00005686189,0.0002439435,0.009475172,0.000991941,0.0001026852,0.001751523,0.006903178,0.01984129,0.007675517,0.4783318,0.4745202,0.0001058305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04754025,0.008190188,0.3471605,0.004920091,0.0006237815,0.0003382658,0.00005357315,0.0002538597,0.5909194],"genre_scores_gemma":[0.7445495,0.00818004,0.1987047,0.0009920571,0.0002774051,0.0004022279,0.0000709019,0.0000697658,0.04675345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006541179,"threshold_uncertainty_score":0.02188247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}