{"id":"W4385573697","doi":"10.18653/v1/2022.emnlp-demos.22","title":"MIC: A Multi-task Interactive Curation Tool","year":2022,"lang":"en","type":"article","venue":"","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thomson Reuters (Canada)","funders":"","keywords":"Computer science; Task (project management); Annotation; Natural language processing; Sentence; Process (computing); Information retrieval; Data curation; Artificial intelligence; World Wide Web; Programming language","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":[0.003221288,0.003301856,0.001944221,0.004472956,0.00178233,0.002934813,0.004253139,0.002791754,0.04693813],"category_scores_gemma":[0.01412301,0.001134599,0.001525356,0.001965945,0.0009821684,0.004646861,0.007029044,0.002210378,0.02003994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008131085,"about_ca_system_score_gemma":0.00203043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002999448,"about_ca_topic_score_gemma":0.006368367,"domain_scores_codex":[0.9961622,0.0009173342,0.0002605325,0.0009694753,0.001446778,0.0002436893],"domain_scores_gemma":[0.9908471,0.005600784,0.0003494178,0.001204203,0.00138884,0.0006096615],"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":[0.001416558,0.0002252103,0.001297293,0.002566357,0.0003081535,0.001982627,0.002928116,0.009346307,0.04279837,0.01399007,0.4560911,0.4670499],"study_design_scores_gemma":[0.000330824,0.0001988621,0.001823051,0.0004263493,0.000105446,0.001745903,0.0008758919,0.1354768,0.03422802,0.02888295,0.7954609,0.0004449228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.00297211,0.000573714,0.7714364,0.0004006537,0.00030838,0.0004022847,0.004848495,0.2104719,0.008585938],"genre_scores_gemma":[0.04393288,0.0004753436,0.89108,0.0007412551,0.0002392225,0.001528784,0.01300902,0.03115749,0.01783603],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.04693813,"threshold_uncertainty_score":0.1570237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405483076376915,"score_gpt":0.2893393796778055,"score_spread":0.2752845489140364,"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."}}