{"id":"W4205201480","doi":"10.15173/sciential.v1i4.2439","title":"COVID-19","year":2020,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Virology; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Strain (injury); Betacoronavirus; Geography; Biology; Medicine; Outbreak; Pathology; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003689549,0.001062896,0.0006813844,0.002835814,0.001999625,0.004066229,0.002041169,0.001692274,0.1839546],"category_scores_gemma":[0.007543963,0.0004465926,0.0007209655,0.002209163,0.0005603138,0.002024598,0.003952564,0.002311351,0.1148136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002655363,"about_ca_system_score_gemma":0.009044128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01872758,"about_ca_topic_score_gemma":0.02675165,"domain_scores_codex":[0.9973727,0.0002436074,0.0001574126,0.0002816143,0.001421621,0.0005230024],"domain_scores_gemma":[0.9939523,0.000361403,0.0002984054,0.0005372245,0.003020386,0.001830331],"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":[0.0002037845,0.00007317775,0.001982381,0.000204328,0.0000134778,0.0000756774,0.00005367914,0.0001248221,0.001237323,0.01095369,0.9349479,0.05012976],"study_design_scores_gemma":[0.00003168484,0.00005567453,0.002302472,0.0001242026,0.000006035312,0.00007440397,0.00003603624,0.0001340534,0.0005431054,0.001220845,0.9954541,0.00001728764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008142205,0.007223807,0.007775235,0.01664498,0.01720175,0.001285638,0.1268664,0.00667698,0.808183],"genre_scores_gemma":[0.05216012,0.01031495,0.01795528,0.0184269,0.004707817,0.001743562,0.3787125,0.003237966,0.5127408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1839546,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08900048966203652,"score_gpt":0.298746977662373,"score_spread":0.2097464880003365,"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."}}