{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008395033,0.00008644072,0.00011012,0.0001405432,0.0004396298,0.0000101922,0.0002584165,0.0001122016,0.0004192285],"category_scores_gemma":[0.00002872417,0.00006360629,0.00004326622,0.0002661614,0.00003768583,0.0000350466,0.0001009796,0.002448554,0.00000375672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000561276,"about_ca_system_score_gemma":0.000368989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003711061,"about_ca_topic_score_gemma":0.01016792,"domain_scores_codex":[0.998796,0.0003297391,0.0002579565,0.0001886855,0.0001747745,0.0002527943],"domain_scores_gemma":[0.9994441,0.0001106546,0.000139372,0.0002577426,0.00001485542,0.00003325838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085677,0.0001694062,0.9478903,0.00003125791,0.000004123376,0.00001036187,0.009266066,0.000006436198,0.001536864,0.0006154327,0.0006538319,0.03970737],"study_design_scores_gemma":[0.0006107208,0.00007380505,0.9855175,0.00002233509,0.000004882041,0.00002413799,0.005412606,0.000001301956,0.00004558878,0.000244707,0.007979245,0.00006316812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933913,0.003004466,1.162729e-7,0.0005040299,0.0006245232,0.0003118754,0.000005927047,0.0000203464,0.0021374],"genre_scores_gemma":[0.9956849,0.00003203458,0.000003068087,0.0005536197,0.00006450689,0.00003020619,0.00001797361,0.00001541293,0.003598317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0396442,"threshold_uncertainty_score":0.9998528,"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."}}