{"id":"W4413574324","doi":"10.64628/aam.4cgd7nxwa","title":"Canada needs to fix its border management now to prevent a fourth wave of COVID-19","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Political science; Virology; Medicine; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002870207,0.0004942427,0.0005934714,0.001615727,0.01711301,0.007440019,0.00216732,0.006316079,0.05824208],"category_scores_gemma":[0.01230602,0.0003772864,0.001122056,0.001728427,0.002288441,0.002307572,0.003133317,0.009833198,0.003679624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05041955,"about_ca_system_score_gemma":0.3215527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825976,"about_ca_topic_score_gemma":0.99217,"domain_scores_codex":[0.9956716,0.0003438913,0.000103819,0.0002037887,0.00118724,0.002489615],"domain_scores_gemma":[0.9801609,0.0009168082,0.0003591781,0.0004803801,0.009388671,0.008694068],"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":[0.00008422198,0.0001433517,0.02097974,0.0001240281,0.000058763,0.0003811901,0.001302819,0.0003861161,0.0003896209,0.02955263,0.8880765,0.05852098],"study_design_scores_gemma":[0.00004342488,0.00007232309,0.02655963,0.0002966977,0.00005677149,0.0001506072,0.01078265,0.0004121177,0.0003947522,0.004190828,0.9569529,0.00008721683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04822278,0.004643755,0.002463562,0.7516748,0.0169923,0.0002833808,0.002198772,0.0006170431,0.1729036],"genre_scores_gemma":[0.2432649,0.004644405,0.01031251,0.2358463,0.001276259,0.0001600117,0.002423937,0.0004541793,0.5016176],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05824208,"threshold_uncertainty_score":0.3658212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0391136474125697,"score_gpt":0.3595852316827244,"score_spread":0.3204715842701548,"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."}}