{"id":"W3089188139","doi":"10.4103/ljms.ljms_42_20","title":"COVID-19 pandemic and its impact on education in Libya","year":2020,"lang":"en","type":"article","venue":"Libyan Journal of Medical Sciences","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Betacoronavirus; Coronavirus Infections; Geography; Medicine; Outbreak; Internal medicine; Infectious disease (medical specialty); Disease","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":[0.0009700458,0.000557815,0.0003528846,0.001042638,0.003412813,0.00290658,0.0006178498,0.001566199,0.01934618],"category_scores_gemma":[0.001490381,0.0001752384,0.0004162361,0.001093981,0.001258262,0.001882894,0.003773791,0.002888265,0.001650252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003209987,"about_ca_system_score_gemma":0.008817745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0274203,"about_ca_topic_score_gemma":0.03270552,"domain_scores_codex":[0.9991069,0.0002361596,0.00003835181,0.00007450692,0.0001643125,0.000379641],"domain_scores_gemma":[0.9993691,0.00005994792,0.0001014624,0.00001305609,0.0001245686,0.0003318148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006385539,0.0005365568,0.176548,0.003081172,0.0001263701,0.006933727,0.01036363,0.0005510396,0.001265385,0.03520497,0.3003244,0.4644261],"study_design_scores_gemma":[0.00007191657,0.0004154789,0.2939081,0.006693932,0.0001088438,0.005147018,0.03020853,0.0006545281,0.0007787259,0.01339327,0.6484766,0.0001430125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.287043,0.2311156,0.001039416,0.3319778,0.01091747,0.0002150695,0.005114147,0.0002766489,0.1323008],"genre_scores_gemma":[0.7929698,0.1245688,0.001540667,0.04588886,0.005775027,0.0001995897,0.002210253,0.00006503757,0.02678205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0274203,"threshold_uncertainty_score":0.06471944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337143778672679,"score_gpt":0.485364326271143,"score_spread":0.351649948403875,"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."}}