{"id":"W4390466670","doi":"10.26694/rles.v27i55.4671","title":"POLÍTICAS EDUCACIONAIS NEOLIBERAIS E AVALIAÇÃO EXTERNA: EXPERIÊNCIAS DO SAERS EM ESCOLAS PÚBLICAS DE RIO GRANDE","year":2023,"lang":"pt","type":"article","venue":"Linguagens Educação e Sociedade","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul","keywords":"Humanities; Political science; Philosophy","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":[0.005487156,0.0002343346,0.0003240315,0.001168864,0.004398958,0.004647319,0.0009439907,0.001067567,0.006943361],"category_scores_gemma":[0.00640552,0.0003178874,0.0003182619,0.002134787,0.007327508,0.002418974,0.005233241,0.001746443,0.0003945525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008450864,"about_ca_system_score_gemma":0.01442577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09020557,"about_ca_topic_score_gemma":0.1762751,"domain_scores_codex":[0.9963772,0.002141471,0.00007695044,0.0002184922,0.0005307748,0.0006550694],"domain_scores_gemma":[0.9962548,0.001667836,0.0005613687,0.0002395161,0.0004453829,0.000831128],"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":[0.00005774763,0.0001557198,0.0607148,0.0006172284,0.00002600376,0.0008928685,0.8474619,0.0001989926,0.001463331,0.03631637,0.003485703,0.04860924],"study_design_scores_gemma":[0.00001240534,0.0001125124,0.1027421,0.0004416005,0.00002193222,0.0001669385,0.761113,0.0001764092,0.0003574874,0.00217293,0.1326461,0.0000366066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8955389,0.002047705,0.0007048984,0.01801448,0.00008145237,0.0001136519,0.0001068397,0.00003349992,0.08335848],"genre_scores_gemma":[0.9931896,0.000928076,0.0003109223,0.0005113878,0.00001516597,0.00003685952,0.00002594962,0.000008036219,0.004974064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09020557,"threshold_uncertainty_score":0.179361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08159790288637081,"score_gpt":0.431014636474487,"score_spread":0.3494167335881161,"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."}}