{"id":"W2407706885","doi":"10.1609/icwsm.v6i1.14310","title":"Do You Feel What I Feel? Social Aspects of Emotions in Twitter Conversations","year":2021,"lang":"en","type":"article","venue":"Proceedings of the International AAAI Conference on Web and Social Media","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Conversation; Sympathy; Influencer marketing; Social media; Psychology; Emotion classification; Microblogging; Social psychology; Complaint; Cognitive psychology; Computer science; Communication; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006601473,0.0002447001,0.0001949966,0.0007934224,0.001037963,0.00166345,0.0002027891,0.0006230705,0.001751642],"category_scores_gemma":[0.005989612,0.000162891,0.000227146,0.0009264497,0.0008533075,0.002290844,0.0008525695,0.0006987902,0.0005230847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005419675,"about_ca_system_score_gemma":0.0001878571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984621,"about_ca_topic_score_gemma":0.00439495,"domain_scores_codex":[0.9993687,0.0003252429,0.00003457733,0.0001047376,0.0001023536,0.00006443375],"domain_scores_gemma":[0.9975781,0.001427606,0.0005486914,0.00008573831,0.0002221284,0.0001377147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001748099,0.0002220981,0.5417467,0.0007883362,0.0003267147,0.002390787,0.1550544,0.006728258,0.05713687,0.02472757,0.02003122,0.1890989],"study_design_scores_gemma":[0.00003393998,0.0001776268,0.7103466,0.0002937719,0.0001508981,0.001140669,0.09630086,0.08776458,0.008819988,0.03723768,0.05751052,0.0002227719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655511,0.0007650906,0.01343312,0.002417536,0.0001198781,0.0000681685,0.002045934,0.00009013246,0.01550905],"genre_scores_gemma":[0.9955047,0.0001936229,0.002571563,0.0001508076,0.00006143903,0.00005390736,0.0004519644,0.0000207992,0.0009912025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002984621,"threshold_uncertainty_score":0.005934477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04843340431449972,"score_gpt":0.2802729538227877,"score_spread":0.231839549508288,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}