{"id":"W7015213823","doi":"","title":"Security models and protocols for the reopening of schools in the COVID-19 pandemic: a systematic review","year":2022,"lang":"es","type":"other","venue":"Repositorio Académico UPC (Universidad Peruana de Ciencias Aplicadas)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filter (signal processing); Nucleofection; Context (archaeology); Headline","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":[0.04937652,0.002141389,0.005274992,0.01142181,0.001304912,0.005781929,0.004140357,0.003155473,0.006858576],"category_scores_gemma":[0.1728671,0.001408099,0.01409143,0.007900923,0.002062859,0.006650676,0.003399442,0.003541723,0.0008012097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009166483,"about_ca_system_score_gemma":0.0375632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135549,"about_ca_topic_score_gemma":0.01669417,"domain_scores_codex":[0.9469294,0.02732451,0.01645046,0.001804249,0.006826404,0.0006649751],"domain_scores_gemma":[0.8565177,0.1100983,0.0201163,0.003750751,0.008673254,0.0008436105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004028393,0.00006476631,0.001081477,0.8592591,0.004901694,0.00006925646,0.0007735647,0.0007986871,0.00009148622,0.003417277,0.004148971,0.1249909],"study_design_scores_gemma":[0.0003399181,0.0002266043,0.001445966,0.9399502,0.0172227,0.0001441941,0.0005542433,0.000361092,0.0002063285,0.00229607,0.03719236,0.00006026113],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001760564,0.987114,0.002579226,0.002152815,0.0006282213,0.003002287,0.001043542,0.00006553726,0.001653851],"genre_scores_gemma":[0.03535168,0.9441583,0.009257668,0.001915202,0.0002381397,0.00781811,0.0008236672,0.00003834297,0.0003988491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04937652,"threshold_uncertainty_score":0.2611311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05907949685125179,"score_gpt":0.3399406007475025,"score_spread":0.2808611038962507,"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."}}