{"id":"W4213446580","doi":"10.33225/pec/22.80.162","title":"SITUATION OF SPECIAL EDUCATION IN BRAZIL AND CANADA DURING THE COVID-19 PANDEMIC","year":2022,"lang":"en","type":"article","venue":"Problems of Education in the 21st Century","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Inclusion (mineral); The Internet; Coronavirus disease 2019 (COVID-19); Political science; Special education; Public relations; Medical education; Library science; Pedagogy; Sociology; Medicine; Social 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":[],"consensus_categories":[],"category_scores_codex":[0.002208284,0.00009257816,0.0001310491,0.0002219669,0.0005043273,0.00002610231,0.0004961478,0.00004184597,0.0002558707],"category_scores_gemma":[0.0009175434,0.00008068542,0.0000260443,0.0006514059,0.0001849304,0.0001471928,0.00006907182,0.0002717801,6.509645e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154271,"about_ca_system_score_gemma":0.01895333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6346821,"about_ca_topic_score_gemma":0.76421,"domain_scores_codex":[0.9978169,0.0007710921,0.0004592995,0.0002110619,0.0005366529,0.0002050389],"domain_scores_gemma":[0.998602,0.0005867046,0.0003959182,0.0002532194,0.00009263197,0.00006948576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002257307,0.0003993718,0.8234535,0.0001969407,0.000006509633,8.24766e-8,0.1539151,0.000855196,0.0003040973,0.01316026,0.0031908,0.004495562],"study_design_scores_gemma":[0.0004436523,0.00001963121,0.4587258,0.00006278313,0.00001614167,0.000009689331,0.3715847,0.000006495527,0.00002564354,0.008298185,0.1606255,0.0001817902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818742,0.001193096,0.000001386988,0.01031734,0.001576053,0.0008362799,0.00001007567,0.000009060493,0.00418256],"genre_scores_gemma":[0.9967921,0.0008597196,0.00002364074,0.001219914,0.0003911902,0.0002318445,0.00002047103,0.000007954452,0.0004531283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3647277,"threshold_uncertainty_score":0.9866083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179130712983047,"score_gpt":0.3249183611356348,"score_spread":0.3031270540058044,"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."}}