{"id":"W4415322620","doi":"10.55905/reiv5n2-014","title":"A MERCANTILIZAÇÃO DA FORMAÇÃO DOCENTE: TENDÊNCIAS DO EDUNEGÓCIO NO BRASIL","year":2025,"lang":"","type":"article","venue":"REI - Revista de Educação do UNIDEAU","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics); Public policy; Quality (philosophy); Action (physics)","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":[0.006223642,0.001099651,0.001385857,0.000831991,0.003463467,0.003613327,0.002546598,0.001054356,0.01968686],"category_scores_gemma":[0.007291162,0.001167907,0.0007757491,0.004086197,0.001423361,0.002459538,0.0004857129,0.002148138,0.00229484],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363029,"about_ca_system_score_gemma":0.01483605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003279578,"about_ca_topic_score_gemma":0.0005165059,"domain_scores_codex":[0.9895048,0.002894315,0.002061043,0.001783875,0.001317366,0.002438633],"domain_scores_gemma":[0.9911502,0.002850953,0.001417859,0.002046976,0.001373663,0.001160342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004984421,0.001993366,0.05044014,0.00159144,0.0009125428,0.00005315835,0.04236399,0.00001322093,0.000190795,0.4867724,0.3113256,0.1038449],"study_design_scores_gemma":[0.0007352986,0.0001595031,0.002467097,0.00163427,0.0007901584,0.00003264547,0.05342469,0.00006373364,0.00009503282,0.004379286,0.9351321,0.001086217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1724992,0.07397112,0.0004911551,0.03679844,0.0207765,0.002673485,0.000155562,0.0003945916,0.69224],"genre_scores_gemma":[0.8588563,0.02918886,0.0008395564,0.004612522,0.002734886,0.0001500252,0.00007244664,0.0001032764,0.1034422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6863571,"threshold_uncertainty_score":0.9990771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946605401841861,"score_gpt":0.4004371860484394,"score_spread":0.3609711320300207,"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."}}