{"id":"W4413554796","doi":"10.64628/aam.pgp5v3rsm","title":"Employing youth during the coronavirus pandemic is a good investment","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Coronavirus; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Investment (military); Business; Political science; Medicine; Outbreak; Infectious disease (medical specialty); Politics","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":[0.00773608,0.0005662852,0.0009986069,0.001443769,0.007152047,0.008712307,0.001173814,0.009973032,0.08621865],"category_scores_gemma":[0.02810848,0.0005109045,0.000799816,0.000913036,0.002218564,0.004686573,0.006743147,0.007267231,0.0241504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002063726,"about_ca_system_score_gemma":0.01569856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006304702,"about_ca_topic_score_gemma":0.01209538,"domain_scores_codex":[0.9946311,0.001744391,0.0001582562,0.0002629651,0.0009590331,0.002244354],"domain_scores_gemma":[0.9252219,0.006270566,0.002318556,0.003608593,0.007862078,0.05471835],"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":[0.0005306188,0.001193204,0.01705998,0.0004204714,0.0001705764,0.0006668014,0.002873643,0.0002703778,0.001638995,0.02072211,0.6990203,0.2554329],"study_design_scores_gemma":[0.0002645217,0.001073677,0.08042909,0.003114518,0.0001362464,0.000747676,0.02384005,0.0002772159,0.000724307,0.04452875,0.8447315,0.0001324051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01902586,0.006702401,0.001802751,0.8795992,0.02596297,0.0001455792,0.0006447096,0.0003793917,0.06573724],"genre_scores_gemma":[0.4841752,0.01574837,0.01143569,0.2449348,0.02849561,0.000610048,0.001672507,0.0005569297,0.2123708],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08621865,"threshold_uncertainty_score":0.2884302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2473847314479652,"score_gpt":0.4395716441737681,"score_spread":0.1921869127258029,"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."}}