{"id":"W4411140487","doi":"10.1590/es.282340","title":"DAS INTENÇÕES FORMATIVAS DO SINAES À RACIONALIDADE NEOLIBERAL DA CONCORRÊNCIA","year":2025,"lang":"pt","type":"article","venue":"Educação & Sociedade","topic":"Social and Economic Solidarity","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001391939,0.000650196,0.001007319,0.0001862521,0.00254549,0.001162887,0.001282786,0.0008414237,0.002501334],"category_scores_gemma":[0.001020574,0.000700268,0.0007988463,0.001125893,0.001653732,0.001020133,0.0004955367,0.001094011,0.001308452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238493,"about_ca_system_score_gemma":0.002734422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004042043,"about_ca_topic_score_gemma":0.0007371927,"domain_scores_codex":[0.9953132,0.0005764226,0.001059715,0.00089514,0.0005834941,0.001572021],"domain_scores_gemma":[0.997025,0.001149208,0.0005017871,0.0005598238,0.0002730787,0.000491076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008359439,0.0005321559,0.01412307,0.0001411297,0.0005330002,0.000008569622,0.3843813,0.000008436614,0.00005818607,0.1055201,0.4767927,0.0178177],"study_design_scores_gemma":[0.001425165,0.0000974158,0.01817595,0.0004074523,0.000307359,0.000004721944,0.4685149,0.000159335,0.0002112307,0.084049,0.4254188,0.001228651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7867671,0.003210562,0.0001144135,0.04567783,0.01530217,0.0009408728,0.0001456676,0.000315436,0.1475259],"genre_scores_gemma":[0.8747163,0.0004433876,0.0001297196,0.006329346,0.002719406,0.00009548331,0.00005296511,0.00004671821,0.1154666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0879492,"threshold_uncertainty_score":0.999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489509437909615,"score_gpt":0.3824606139805052,"score_spread":0.337565519601409,"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."}}