{"meta":{"query_hash":"6ba53f1823a2","filters":{"venue":"2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS)"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/6ba53f1823a2","api":"https://metacan.xera.ac/api/v1/cohort?venue=2022+IEEE+8th+International+Conference+on+Cloud+Computing+and+Intelligent+Systems+%28CCIS%29"},"results":[{"id":"W4317515583","doi":"10.1109/ccis57298.2022.10016405","title":"A Joint Learning Sentiment Analysis Method Incorporating Emoji-Augmentation","year":2022,"lang":"en","type":"article","venue":"2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS)","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Chizhou University; National Natural Science Foundation of China","keywords":"Emoji; Computer science; Sentiment analysis; Artificial intelligence; Semantics (computer science); Social media; Natural language processing; Sentence; Feeling; Joint (building); Microblogging; World Wide Web; Psychology","score_opus":0.06592982217907196,"score_gpt":0.33671435738703265,"score_spread":0.2707845352079607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317515583","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.086196996,0.00018562801,0.90511966,0.00067188597,0.0042094113,0.0003060428,0.0000117819,0.00019036946,0.0031082497],"genre_scores_gemma":[0.9917742,0.000040913626,0.0057674157,0.0002425679,0.00033843677,0.00004858179,0.000093486226,0.000019037463,0.0016753417],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.995306,0.0008699713,0.0010766285,0.0010106333,0.0013748964,0.00036186192],"domain_scores_gemma":[0.9979513,0.00022779673,0.0009809434,0.00041017836,0.00027681107,0.00015296476],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025457873,0.0003348996,0.0005535082,0.000967831,0.0009386866,0.00086070615,0.00090738974,0.000056276374,0.0003792728],"category_scores_gemma":[0.00004809719,0.00034520784,0.0003048634,0.0012031262,0.00003208553,0.00020669549,0.0007118579,0.0005825957,0.000044116256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047096786,0.0002845836,0.012007391,0.000047208963,0.0023429748,0.000039354043,0.0041840994,0.7414473,0.002566841,0.20837623,0.0012473216,0.027409593],"study_design_scores_gemma":[0.00028721752,0.00022322388,0.00028699407,0.00006410379,0.00010955329,0.000026838523,0.00386028,0.99185497,0.00087097444,0.0003545585,0.0017039684,0.00035734233],"about_ca_topic_score_codex":0.00024910562,"about_ca_topic_score_gemma":0.000006093695,"teacher_disagreement_score":0.90557724,"about_ca_system_score_codex":0.0003349936,"about_ca_system_score_gemma":0.00007279279,"threshold_uncertainty_score":0.9999},"labels":[],"label_agreement":null}]}