{"id":"W4384338574","doi":"10.54751/revistafoco.v16n7-060","title":"AVALIAÇÃO EDUCACIONAL NO BRASIL: OS SISTEMAS ATUAIS MEDEM OU AVALIAM? UMA ENTREVISTA COM UM DOCENTE DO ENSINO MÉDIO","year":2023,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Education and Public Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Philosophy; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003357509,0.0008302569,0.001189085,0.0005610617,0.001526628,0.001863547,0.001542476,0.0005459976,0.01021146],"category_scores_gemma":[0.002379761,0.0008461804,0.0009099385,0.003310255,0.0007059539,0.0006025364,0.000397189,0.0008063094,0.02645242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076382,"about_ca_system_score_gemma":0.002673681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100895,"about_ca_topic_score_gemma":0.0002910484,"domain_scores_codex":[0.9914023,0.001724126,0.001536668,0.001386459,0.001998401,0.001952001],"domain_scores_gemma":[0.994516,0.0009430932,0.0008848844,0.001385042,0.0008443961,0.001426591],"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":[0.00003145175,0.0003415807,0.01186218,0.0006320945,0.0001831522,0.00002148882,0.009434113,0.000001203473,0.00004265374,0.1371123,0.8354294,0.004908477],"study_design_scores_gemma":[0.0006385834,0.00007881476,0.01295724,0.0007877045,0.0001745394,0.00001684748,0.0047187,0.00007498412,0.00001391997,0.0002071215,0.9794465,0.0008850261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08598172,0.01670132,0.00007557104,0.4908321,0.02493029,0.007410047,0.001902723,0.002390424,0.3697758],"genre_scores_gemma":[0.2801604,0.003962961,0.00004082542,0.003299053,0.005074816,0.0001234709,0.0005225937,0.0001536114,0.7066623],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4875331,"threshold_uncertainty_score":0.9997733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.069258548860036,"score_gpt":0.372727633659381,"score_spread":0.303469084799345,"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."}}