{"id":"W2987555520","doi":"10.1145/3357384.3357839","title":"CurrentClean","year":2019,"lang":"en","type":"article","venue":"","topic":"Time Series Analysis and Forecasting","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002973323,0.001306667,0.001236427,0.00336905,0.001596364,0.00611202,0.003660712,0.001653572,0.06400444],"category_scores_gemma":[0.02191257,0.001327847,0.001365447,0.003073353,0.0006946212,0.009768615,0.005534676,0.002127154,0.03976503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009223516,"about_ca_system_score_gemma":0.002391046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00418109,"about_ca_topic_score_gemma":0.006345661,"domain_scores_codex":[0.9976217,0.000224207,0.0002272462,0.0008227635,0.0009618502,0.0001422123],"domain_scores_gemma":[0.9918597,0.002097108,0.0005685288,0.003329288,0.001788354,0.0003569828],"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":[0.000708674,0.0001757864,0.008065277,0.0009947204,0.0001442034,0.0003884076,0.001097523,0.003579174,0.003534563,0.02687195,0.5655415,0.3888983],"study_design_scores_gemma":[0.00006152628,0.00006760822,0.00242257,0.0002029159,0.00005509199,0.0004476105,0.0002206702,0.02899937,0.007308129,0.02739904,0.9327169,0.00009855859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.007951391,0.002524964,0.4066305,0.002968282,0.001116423,0.0006847405,0.0426681,0.4665954,0.06886023],"genre_scores_gemma":[0.1577136,0.004375337,0.4899853,0.004171595,0.001011017,0.001090535,0.1753636,0.08250742,0.08378147],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9359956,"threshold_uncertainty_score":0.2141162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005233538493926063,"score_gpt":0.1873277506604053,"score_spread":0.1820942121664792,"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."}}