{"id":"W4281763316","doi":"10.1038/s41562-022-01350-6","title":"The impacts of remote learning in secondary education during the pandemic in Brazil","year":2022,"lang":"en","type":"article","venue":"Nature Human Behaviour","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Inter-American Development Bank","keywords":"Quarter (Canadian coin); Pandemic; Context (archaeology); Dropout (neural networks); Psychology; Demography; Coronavirus disease 2019 (COVID-19); Test (biology); Geography; Medicine; Disease; Sociology; Computer science","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":[0.001577848,0.0002651984,0.0003097819,0.0003560941,0.0006199456,0.0007552459,0.0004489252,0.0004226386,0.001888028],"category_scores_gemma":[0.005411607,0.0001266403,0.0008215444,0.0003085045,0.0008879847,0.0004375658,0.001659833,0.0008409378,0.0001389907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001825098,"about_ca_system_score_gemma":0.001653663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09532818,"about_ca_topic_score_gemma":0.129246,"domain_scores_codex":[0.9987301,0.000494706,0.00004342132,0.0001679741,0.0001157333,0.0004479877],"domain_scores_gemma":[0.9975406,0.0007214787,0.0008791555,0.0001502865,0.0001565381,0.000551994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004553807,0.0009207692,0.9648591,0.0001049747,0.0001872371,0.0002966125,0.003927489,0.0009769547,0.001297752,0.001241976,0.0007463098,0.02498531],"study_design_scores_gemma":[0.00003193668,0.0006212759,0.9944422,0.00008478782,0.00006668502,0.00008441884,0.002348138,0.0008397921,0.0003065502,0.0003319175,0.0008331889,0.000009161922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973404,0.0001494727,0.0001085356,0.0006758192,0.000009925688,0.00001997288,0.0001503512,0.000005994225,0.001539679],"genre_scores_gemma":[0.9995639,0.00006627063,0.00005943765,0.00006278699,0.000004802639,0.000008349632,0.00005901494,0.000001218432,0.0001742785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09532818,"threshold_uncertainty_score":0.1895466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067039790136409,"score_gpt":0.4104956280099128,"score_spread":0.3898252301085487,"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."}}