{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"91e997265a75","filters":{"venue":"2022 IEEE International Conference on Electrical Engineering, Big Data and Algorithms (EEBDA)"}},"results":[{"id":"W4226143637","doi":"10.1109/eebda53927.2022.9745018","title":"Deep Learning Approaches on Multimodal Sentiment Analysis","year":2022,"lang":"en","type":"article","venue":"2022 IEEE International Conference on Electrical Engineering, Big Data and Algorithms (EEBDA)","topic":"Sentiment Analysis and Opinion Mining","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":"University of Waterloo","funders":"","keywords":"Computer science; Sentiment analysis; Artificial intelligence; Deep learning; Natural language processing","authors":[{"name":"Zisheng Cai","is_ca":false},{"name":"Han Gao","is_ca":true},{"name":"Jiaye Li","is_ca":false},{"name":"Xinyi Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09570675983202043,"gpt":0.2868294742888851,"spread":0.1911227144568646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005301451,0.0002610323,0.0003258906,0.0008332557,0.0002864841,0.0003326866,0.001695164,0.00005020134,0.0002931086],"category_scores_gemma":[0.00006676887,0.0002604603,0.0001372188,0.001225863,0.00002091503,0.0002401567,0.0007215866,0.0006632635,0.0000191237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229581,"about_ca_system_score_gemma":0.00003917644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002509141,"about_ca_topic_score_gemma":0.000002253073,"domain_scores_codex":[0.9971051,0.0001031849,0.0003503841,0.0009590479,0.001121713,0.0003605246],"domain_scores_gemma":[0.9988953,0.0001487808,0.0001532911,0.000599578,0.00005487086,0.000148181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005780222,0.0007423857,0.001995966,0.00000927104,0.002476144,0.00009346067,0.0004665411,0.4980628,0.0009537783,0.04788028,0.000934475,0.4463271],"study_design_scores_gemma":[0.0003383216,0.0002198982,0.0009915512,0.000005430652,0.0000741479,0.000007651215,0.00004970983,0.9921708,0.0001760029,0.0000520962,0.005619012,0.0002953724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008622142,0.0001714671,0.987499,0.001110144,0.001229294,0.0001573796,0.00006674027,0.0001771816,0.0009666639],"genre_scores_gemma":[0.9926043,0.0001182093,0.005380737,0.0001765065,0.0002943037,0.00005698053,0.0006061751,0.00001813481,0.0007446991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9839821,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225966666","doi":"10.1109/eebda53927.2022.9744830","title":"Table of Contents","year":2022,"lang":"en","type":"article","venue":"2022 IEEE International Conference on Electrical Engineering, Big Data and Algorithms (EEBDA)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Computer science; Table (database); Database","authors":[{"name":"Jiacheng Ruan","is_ca":true},{"name":"Yongji Cao","is_ca":true},{"name":"Hengxu Zhang","is_ca":true},{"name":"Bosong Xu","is_ca":true},{"name":"Yuehan Wang","is_ca":true},{"name":"Huan Ma","is_ca":true},{"name":"Yang Dong","is_ca":true},{"name":"Ming He","is_ca":true},{"name":"Chunyan Ma","is_ca":true},{"name":"Qing Duan","is_ca":true},{"name":"Shan Ni","is_ca":true},{"name":"Wenwen Deng","is_ca":true},{"name":"Xinyan Liu","is_ca":true},{"name":"Zhenyi Li","is_ca":true},{"name":"Yin Chen","is_ca":true},{"name":"Yong Shi","is_ca":true},{"name":"Jiyu Li","is_ca":true},{"name":"Xue Chen","is_ca":true},{"name":"Chen Dacai","is_ca":true},{"name":"Chao Cai","is_ca":true},{"name":"Maomao Ding","is_ca":true},{"name":"Li Zhang","is_ca":true},{"name":"Yeteng An","is_ca":true},{"name":"Shihui Xu","is_ca":true},{"name":"Ying Wang","is_ca":true},{"name":"Che Yao","is_ca":true},{"name":"Hao Cao","is_ca":true},{"name":"Sheng Hu","is_ca":true},{"name":"Ling Lu","is_ca":true},{"name":"Wei Chen","is_ca":true},{"name":"Yanming Zhou","is_ca":true},{"name":"Songlin Luo","is_ca":true},{"name":"Zhengrui Xiang","is_ca":true},{"name":"Huafei Sun","is_ca":true},{"name":"Rongguo Huang","is_ca":true},{"name":"Chunguang Lu","is_ca":true},{"name":"Shuhong Hu","is_ca":true},{"name":"Di Tang","is_ca":true},{"name":"Boliang Pan","is_ca":true},{"name":"Wei Guo","is_ca":true},{"name":"Cheng Hao","is_ca":true},{"name":"Shaobo Xiao","is_ca":true},{"name":"Xiaomo Su","is_ca":true},{"name":"Jinghui Luo","is_ca":true},{"name":"Bing Xu","is_ca":true},{"name":"Lintao Li","is_ca":true},{"name":"Chang‐Tong Yang","is_ca":true},{"name":"Yongliang Liang","is_ca":true},{"name":"Ke‐Jun Li","is_ca":true},{"name":"Yang Liu","is_ca":true},{"name":"Lisheng Li","is_ca":true},{"name":"Delin Hu","is_ca":true},{"name":"Ping Tan","is_ca":true},{"name":"Yinjie Lin","is_ca":true},{"name":"Jiadong Li","is_ca":true},{"name":"Dong Li","is_ca":true},{"name":"Dong Xu","is_ca":true},{"name":"Jingxian Jiang","is_ca":true},{"name":"Shuo Lv","is_ca":true},{"name":"Zhimin Zhang","is_ca":true},{"name":"Zixing Li","is_ca":true},{"name":"Zhe Wang","is_ca":true},{"name":"Zhining Lv","is_ca":true},{"name":"Peng Yu","is_ca":true},{"name":"Zhonghang Li","is_ca":true},{"name":"Bangzhu Wang","is_ca":true},{"name":"Hong Xie","is_ca":true},{"name":"Tengbiao Chen","is_ca":true},{"name":"Huan Liang","is_ca":true},{"name":"Meng Haojie","is_ca":true},{"name":"Xue Tian","is_ca":true},{"name":"Hui Mu","is_ca":true},{"name":"Zihan Yang","is_ca":true},{"name":"Zhou Lihao","is_ca":true},{"name":"Yunpeng Zhang","is_ca":true},{"name":"Zutao Peng","is_ca":true},{"name":"Bin Zhang","is_ca":true},{"name":"Yuan‐Han Yang","is_ca":true},{"name":"Jie Peng","is_ca":true},{"name":"Jian Zheng","is_ca":true},{"name":"Jian Hao","is_ca":true},{"name":"Xize Dai","is_ca":true},{"name":"Hongyi Wang","is_ca":true},{"name":"Shuaiqian Chen","is_ca":true},{"name":"Na Ding","is_ca":true},{"name":"Junjie Yan","is_ca":true},{"name":"Chengxiang Chen","is_ca":true},{"name":"Guangze Zhu","is_ca":true},{"name":"Chun-Miao Xu","is_ca":true},{"name":"Yin Gao","is_ca":true},{"name":"Qi Li","is_ca":true},{"name":"Guiling Li","is_ca":true},{"name":"Meiqian Li","is_ca":true},{"name":"Liqun Yang","is_ca":true},{"name":"Chen Cui","is_ca":true},{"name":"Guomin Zhou","is_ca":true},{"name":"Chao Chen","is_ca":true},{"name":"Haoming Wang","is_ca":true},{"name":"Nan Li","is_ca":true},{"name":"Qiang Gao","is_ca":true},{"name":"Shikun Liu","is_ca":true},{"name":"Hongxiong Yang","is_ca":true},{"name":"Xiaowen Xu","is_ca":true},{"name":"Yebai Shen","is_ca":true},{"name":"Chao Zhang","is_ca":true},{"name":"Songyu Zhang","is_ca":true},{"name":"Jinghua Yan","is_ca":true},{"name":"Fanliang Bu","is_ca":true},{"name":"Rui Wang","is_ca":true},{"name":"Yuliang Shi","is_ca":true},{"name":"Xinyao Huang","is_ca":true},{"name":"Youxi Xu","is_ca":true},{"name":"Shan‐Ying Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1323620492716616,"gpt":0.255774262454364,"spread":0.1234122131827024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003874214,0.0001390103,0.000312459,0.0002817043,0.0001096102,0.00006059269,0.0007632546,0.00003377419,0.003402428],"category_scores_gemma":[0.0001143984,0.0001634569,0.00004511794,0.0002387098,0.00004542295,0.0001588622,0.0004006042,0.0002388877,0.0001648597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007078209,"about_ca_system_score_gemma":0.00002206791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009914892,"about_ca_topic_score_gemma":0.000001632651,"domain_scores_codex":[0.9986857,0.000008282751,0.0004025999,0.000531706,0.0001319572,0.000239739],"domain_scores_gemma":[0.9993197,0.00004716349,0.0001885979,0.0003336237,0.00003862732,0.00007230132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001657489,0.0008817756,0.005364327,0.00005020067,0.001006865,0.00004537247,0.0004840703,0.0037362,0.001217069,0.6816441,0.2736,0.03180426],"study_design_scores_gemma":[0.000661014,0.0001581465,0.0007631629,0.00000811179,0.000007629799,0.000008643912,0.0001086763,0.6466045,0.00009842464,0.00112288,0.3501915,0.0002672331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1440384,0.01001941,0.08959281,0.006115547,0.08446056,0.002174141,0.1089371,0.0005792524,0.5540828],"genre_scores_gemma":[0.9700248,0.0008183708,0.000360157,0.000209393,0.0002453367,0.00004895527,0.0003556697,0.0000217873,0.02791558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8259863,"threshold_uncertainty_score":0.9975086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}