{"id":"W2948762444","doi":"10.1145/3299869.3320232","title":"GraphWrangler","year":2019,"lang":"en","type":"article","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Scripting language; SQL; Relational database management system; Visualization; Programming language; Data visualization; Graph; Pipeline (software); Analytics; Software; Process (computing); Relational database; Database; Theoretical computer science; Data mining","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":[0.001537308,0.00244574,0.001083352,0.002610118,0.0009288604,0.004056786,0.003875395,0.001390216,0.09813907],"category_scores_gemma":[0.007404605,0.00131711,0.001907748,0.002955336,0.000781005,0.006540619,0.00518207,0.00298485,0.04423205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008920982,"about_ca_system_score_gemma":0.001375954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006979852,"about_ca_topic_score_gemma":0.0104743,"domain_scores_codex":[0.9987159,0.0001960746,0.00009452134,0.0003565405,0.0005111598,0.0001258461],"domain_scores_gemma":[0.9971313,0.0009855344,0.000147375,0.001127247,0.0004394131,0.0001690406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005083868,0.0001173645,0.001687348,0.001076872,0.0001108548,0.0004274632,0.0009605191,0.00247727,0.006734693,0.0328043,0.8278204,0.1252745],"study_design_scores_gemma":[0.0002144951,0.0000697789,0.001567556,0.0001910698,0.00004047253,0.0005112157,0.000341463,0.0261428,0.01434515,0.04489055,0.9115531,0.0001322618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003411652,0.0005663891,0.1832436,0.0009106157,0.000306986,0.0003184819,0.05189403,0.725327,0.03402115],"genre_scores_gemma":[0.07910296,0.001794819,0.3113081,0.001941383,0.0001825706,0.001505583,0.2304098,0.309844,0.06391081],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.09813907,"threshold_uncertainty_score":0.3283079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374455945349038,"score_gpt":0.2676976218942785,"score_spread":0.2539530624407881,"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."}}