{"id":"W4283748974","doi":"10.23925/1809-3876.2022v20i2p572-588","title":"Educação pós-pandemia","year":2022,"lang":"pt","type":"article","venue":"Revista e-Curriculum","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Philosophy; Medicine","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002768157,0.0004809071,0.0006641475,0.0002990383,0.003277614,0.0004632411,0.001701176,0.0002154484,0.01717937],"category_scores_gemma":[0.001225351,0.0005462681,0.0004441283,0.002548921,0.0003449034,0.0003276251,0.0007411989,0.001337293,0.001541585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386984,"about_ca_system_score_gemma":0.002370989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002767446,"about_ca_topic_score_gemma":0.0002239785,"domain_scores_codex":[0.9934454,0.001748828,0.0009050122,0.001097373,0.001600273,0.00120311],"domain_scores_gemma":[0.9971788,0.0003159097,0.0006979148,0.0009819542,0.0002274698,0.0005979337],"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":[0.000009891011,0.001386159,0.3307836,0.0004191576,0.0001392741,0.00003060316,0.03792793,0.0001124059,0.00007456425,0.02723646,0.599314,0.002565957],"study_design_scores_gemma":[0.0003822584,0.0001071684,0.003782436,0.0001393648,0.0001534936,0.00002175996,0.06474309,0.0001761826,0.00000502483,0.0002362072,0.9295848,0.000668223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9174689,0.01570162,0.0000833451,0.02615875,0.01175114,0.002052849,0.0001485692,0.0005973382,0.0260375],"genre_scores_gemma":[0.9041124,0.000646115,0.00006357948,0.002027364,0.001953827,0.0002901305,0.00005747749,0.00007912719,0.09076995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3302708,"threshold_uncertainty_score":0.9996989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022998394899817,"score_gpt":0.3504021875388337,"score_spread":0.3201722035898355,"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."}}