{"id":"W4226396624","doi":"10.21527/2179-1309.2022.117.13000","title":"PROFESSORES/EDUCADORES EM PANDEMIA COVID19: PERCEÇÕES DE SAÚDE, ROTINAS PESSOAIS E COMPETÊNCIAS PROFISSIONAIS","year":2022,"lang":"pt","type":"article","venue":"Revista Contexto & Educação","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Universidade do Minho; International Council for Canadian Studies","keywords":"Humanities; Psychology; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003390296,0.001237793,0.001854826,0.0005801829,0.002878004,0.0003380253,0.001759221,0.0005045088,0.02864066],"category_scores_gemma":[0.0006534501,0.00129687,0.0007821196,0.001197598,0.0003821387,0.0002403782,0.001199677,0.003098958,0.001238398],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005084323,"about_ca_system_score_gemma":0.009306991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003874107,"about_ca_topic_score_gemma":0.0007246713,"domain_scores_codex":[0.9877169,0.004151226,0.001947472,0.002181059,0.001315417,0.002687905],"domain_scores_gemma":[0.9936064,0.001490979,0.001078218,0.002000252,0.0002997112,0.001524406],"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":[0.002836577,0.006083024,0.2862079,0.005200494,0.0006076641,0.0005804314,0.1088251,0.00001944947,0.0009572866,0.02098965,0.4875363,0.0801561],"study_design_scores_gemma":[0.002962716,0.001400194,0.1017521,0.0008978661,0.0003606466,0.0004643464,0.08625869,0.00009913723,0.00006133419,0.0001423331,0.8042569,0.001343781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934027,0.03365086,0.0001076664,0.01322079,0.00707695,0.005342186,0.001079297,0.0003787898,0.005116537],"genre_scores_gemma":[0.8776929,0.0007763265,0.00007838818,0.01299879,0.001219441,0.001613516,0.0004007794,0.000261728,0.1049581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3167205,"threshold_uncertainty_score":0.9995393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341586013487167,"score_gpt":0.4721418921996489,"score_spread":0.3379832908509323,"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."}}