{"id":"W4412166875","doi":"10.56238/arev7n7-138","title":"PEDAGOGIA DA SUBSTITUIÇÃO – ENTRE O DESMONTE NEOLIBERAL E A PRIVATIZAÇÃO DISFARÇADA: TERCEIRIZAÇÃO DOCENTE E PPPS EDUCACIONAIS NO BRASIL CONTEMPORÂNEO","year":2025,"lang":"pt","type":"article","venue":"Aracê.","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology","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":[0.001553245,0.0007518286,0.0008905607,0.0004140238,0.001916565,0.0007350296,0.001265983,0.0006549476,0.006339978],"category_scores_gemma":[0.002479913,0.0007773098,0.0004846566,0.001530872,0.0008319492,0.002046067,0.0002895917,0.001133949,0.002600522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003645874,"about_ca_system_score_gemma":0.004009297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004347839,"about_ca_topic_score_gemma":0.005187672,"domain_scores_codex":[0.9940113,0.001309598,0.001241157,0.001254387,0.0008831342,0.001300449],"domain_scores_gemma":[0.9942194,0.002689679,0.0008799304,0.0009892276,0.0006829865,0.0005388194],"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":[0.0006736767,0.001844238,0.2258524,0.0004470235,0.0008249803,0.00007077936,0.1648362,0.000009287211,0.0001540542,0.03934904,0.5472035,0.01873475],"study_design_scores_gemma":[0.001041459,0.00009644054,0.05183978,0.0006788447,0.0004017212,0.00001224579,0.02946256,0.0001064951,0.000147896,0.001618031,0.9136069,0.0009875632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5940562,0.01171661,0.0004396419,0.1181809,0.02204384,0.002152921,0.0002113157,0.00049625,0.2507023],"genre_scores_gemma":[0.7236715,0.001393043,0.0001304578,0.005609106,0.0008146688,0.00008309093,0.0001409235,0.00004255938,0.2681147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3664034,"threshold_uncertainty_score":0.9994678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06350529594029009,"score_gpt":0.392108825001151,"score_spread":0.3286035290608609,"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."}}