{"id":"W3171135238","doi":"10.1016/s0262-4079(21)00926-x","title":"Companion coronaviruses","year":2021,"lang":"en","type":"article","venue":"The New Scientist","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Coronavirus; 2019-20 coronavirus outbreak; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Biology; Outbreak; Medicine; Infectious disease (medical specialty)","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":[0.002071557,0.0005531004,0.0006432781,0.000920889,0.0006716704,0.003248703,0.0005789701,0.002226226,0.07280213],"category_scores_gemma":[0.00743746,0.0001991757,0.0005324932,0.0006762742,0.0005890665,0.001962841,0.001681551,0.002837582,0.02176545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077298,"about_ca_system_score_gemma":0.001312096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198231,"about_ca_topic_score_gemma":0.001709418,"domain_scores_codex":[0.9990374,0.0003166011,0.00007890984,0.0001664128,0.0002579694,0.0001427317],"domain_scores_gemma":[0.9965588,0.0006551744,0.0003960856,0.0005019619,0.0009401513,0.0009477469],"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":[0.0002628393,0.000124407,0.002994648,0.0004519306,0.00005579842,0.0004846345,0.0002121784,0.0001831721,0.002147248,0.02464805,0.7723299,0.1961052],"study_design_scores_gemma":[0.00001871304,0.00007510915,0.00167006,0.0001500848,0.00001269514,0.0005000264,0.00008143766,0.00009617276,0.0002501197,0.005807607,0.9913304,0.000007610936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02154437,0.1564211,0.009843071,0.1372096,0.1286699,0.0004185148,0.00980233,0.0009412355,0.5351499],"genre_scores_gemma":[0.1808425,0.1316428,0.008571398,0.07194474,0.1018925,0.0003417947,0.0167904,0.0004665411,0.4875074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07280213,"threshold_uncertainty_score":0.2435474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07475307478339742,"score_gpt":0.2884085423520998,"score_spread":0.2136554675687024,"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."}}