{"id":"W4414536069","doi":"10.56238/arev7n9-263","title":"NOVO ENSINO MÉDIO DE NOVO? ENTRE AVANÇOS E RETROCESSOS, AS DISPUTAS DO ENSINO MÉDIO NO BRASIL E A NECESSIDADE DE ROMPER COM A LÓGICA DA “ESCOLA DE PASSAGEM”","year":2025,"lang":"pt","type":"article","venue":"Aracê.","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Public policy; Politics","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002862643,0.0007172738,0.0008201195,0.0003353399,0.002319031,0.001379553,0.001344316,0.001010855,0.00664446],"category_scores_gemma":[0.003906681,0.0007675111,0.0003683304,0.001576089,0.0008158617,0.001398815,0.0003141936,0.001621746,0.002190765],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009008576,"about_ca_system_score_gemma":0.007208568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005655527,"about_ca_topic_score_gemma":0.00474694,"domain_scores_codex":[0.9926803,0.002293088,0.0009647419,0.001231651,0.0009403979,0.001889803],"domain_scores_gemma":[0.9939217,0.002974876,0.0007948533,0.0009674519,0.0005644433,0.0007766514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001112247,0.002506775,0.5915123,0.000604248,0.001087953,0.0006143718,0.1307254,0.00008262573,0.00502704,0.03621014,0.219105,0.01141185],"study_design_scores_gemma":[0.001869229,0.0002528519,0.13824,0.0008488536,0.0009850068,0.0001729476,0.03932995,0.0004722672,0.001286701,0.00322342,0.8119671,0.001351679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7592534,0.004093903,0.0005543233,0.04754776,0.002845431,0.0008419835,0.00008902266,0.0002809644,0.1844932],"genre_scores_gemma":[0.8803943,0.001050941,0.0007530393,0.01119443,0.001105246,0.00005811935,0.00005249466,0.00005970869,0.1053317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5928621,"threshold_uncertainty_score":0.9996571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872551283676293,"score_gpt":0.3775948611566425,"score_spread":0.3488693483198796,"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."}}