{"id":"W2740514774","doi":"10.1145/3110394.3110396","title":"\"Interactive text analytics for user-generated content\" by Raheleh Makki with Prateek Jain as coordinator","year":2017,"lang":"en","type":"article","venue":"ACM SIGWEB Newsletter","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Social media; Analytics; Semantics (computer science); Content (measure theory); Volume (thermodynamics); World Wide Web; Social media analytics; Data science; Information retrieval","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":[0.004678289,0.0006806348,0.0006414145,0.001886006,0.0007234011,0.002998603,0.0008656985,0.000679395,0.007752041],"category_scores_gemma":[0.007366613,0.000280937,0.0003229629,0.001643319,0.0004565489,0.003388881,0.001609293,0.001224599,0.006300698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004318708,"about_ca_system_score_gemma":0.001114686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140141,"about_ca_topic_score_gemma":0.001516471,"domain_scores_codex":[0.9972288,0.001014904,0.0001291789,0.0004309098,0.00105448,0.000141741],"domain_scores_gemma":[0.9929843,0.002657659,0.0001643234,0.0002604388,0.003178757,0.0007544948],"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":[0.0005147138,0.0004588738,0.004468483,0.0002953056,0.00004921249,0.0003499439,0.001659754,0.002168516,0.01111421,0.007653832,0.5014198,0.4698474],"study_design_scores_gemma":[0.0001579511,0.0007454548,0.006610586,0.0003048692,0.00009202315,0.00117607,0.003448451,0.1419067,0.03930343,0.01344345,0.7926677,0.000143232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0771575,0.01552892,0.7106742,0.102089,0.01138479,0.001951724,0.004985898,0.03503678,0.04119129],"genre_scores_gemma":[0.255959,0.01700007,0.4684379,0.009695577,0.01317256,0.00177673,0.01428212,0.004861637,0.2148145],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007752041,"threshold_uncertainty_score":0.02593315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04481424045470375,"score_gpt":0.2953761371410782,"score_spread":0.2505618966863745,"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."}}