{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004816776,0.0002408917,0.0005266041,0.00699937,0.006920063,0.007702226,0.0007584307,0.001088637,0.006022925],"category_scores_gemma":[0.01878803,0.0003409531,0.0002520716,0.0118678,0.008036889,0.003089908,0.004228778,0.001267533,0.0002834658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01332351,"about_ca_system_score_gemma":0.01069919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2365721,"about_ca_topic_score_gemma":0.376299,"domain_scores_codex":[0.9959469,0.001121801,0.0002079194,0.0005943948,0.0014523,0.000676725],"domain_scores_gemma":[0.9857157,0.006487158,0.002640563,0.0009640194,0.003121547,0.00107099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001037863,0.00003262381,0.09685382,0.0009623423,0.00004592383,0.0006310349,0.5376429,0.0003380917,0.0009701083,0.2085439,0.00516976,0.1487056],"study_design_scores_gemma":[0.0000116837,0.00007310638,0.3515851,0.001524482,0.0001093504,0.000521547,0.4045486,0.0006426374,0.0009815793,0.01439098,0.2255264,0.00008468478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7711032,0.009584689,0.001618518,0.009940647,0.0000972105,0.00005898055,0.0004058023,0.0000593134,0.2071317],"genre_scores_gemma":[0.9919884,0.002250707,0.0003895067,0.0002083303,0.00001602349,0.00001282029,0.00005266933,0.00001091341,0.005070677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2365721,"threshold_uncertainty_score":0.4703902,"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."}}