{"id":"W7018153674","doi":"","title":"The COVID Pandemic - The good, the bad and the ugly (Editorial)","year":2020,"lang":"en","type":"article","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Postponement; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Public health; Global health; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004811585,0.002461295,0.00161595,0.002787089,0.003603697,0.01014657,0.002793496,0.01148113,0.02205585],"category_scores_gemma":[0.02724531,0.0008311796,0.001520644,0.001352086,0.002929388,0.006124743,0.001817599,0.01560462,0.01775722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003626474,"about_ca_system_score_gemma":0.003787924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531566,"about_ca_topic_score_gemma":0.008585712,"domain_scores_codex":[0.9958383,0.0006810356,0.0003986225,0.0005294629,0.002240451,0.0003120849],"domain_scores_gemma":[0.9767168,0.009312845,0.0009412805,0.0005639093,0.009083325,0.003381912],"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":[0.000008140169,0.000003354437,0.00001624353,0.00004055509,0.000002130228,0.00002092906,0.000008800137,0.000006865584,0.000009881106,0.0001396999,0.9975816,0.002161777],"study_design_scores_gemma":[0.00001611728,0.00001581761,0.0002573699,0.0003457903,0.00001205132,0.0001172577,0.00009054476,0.0001111665,0.00006103099,0.0006520429,0.9983072,0.00001343837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006031763,0.00339198,0.00009961354,0.05499567,0.9375265,0.0000291847,0.00006183764,0.00009993878,0.003735052],"genre_scores_gemma":[0.001065173,0.005070974,0.0001428681,0.0409449,0.9258493,0.0000492351,0.00006292967,0.00009254694,0.0267221],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02205585,"threshold_uncertainty_score":0.07378423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532572344199602,"score_gpt":0.3626175107701151,"score_spread":0.2093602763501549,"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."}}