{"id":"W4413913750","doi":"10.31501/periagoge.v6i1.14804","title":"A ‘CRISE SILENCIOSA’ NA EDUCAÇÃO: REFORMAS NAS POLÍTICAS EDUCACIONAIS IMPULSIONADAS PELO NEOLIBERALISMO","year":2024,"lang":"pt","type":"article","venue":"Periagoge","topic":"Social and Political Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.0007389287,0.0006592051,0.000721582,0.0002355579,0.001323408,0.000929739,0.0008000337,0.0006486364,0.01756282],"category_scores_gemma":[0.0005340935,0.0005893452,0.0006614549,0.001202534,0.0009672053,0.0007814268,0.0002499609,0.0008230445,0.005576287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005292533,"about_ca_system_score_gemma":0.001899774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02961471,"about_ca_topic_score_gemma":0.001694969,"domain_scores_codex":[0.9946067,0.0005263315,0.0007959866,0.0009907379,0.001247925,0.001832288],"domain_scores_gemma":[0.9972339,0.0006599672,0.0001079255,0.0005276437,0.0002465785,0.001224004],"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":[0.00007933834,0.0004641512,0.0005934903,0.0005665066,0.0003166643,0.0003085657,0.414014,0.000001798325,0.0002864799,0.3941197,0.1456815,0.04356784],"study_design_scores_gemma":[0.0002698751,0.000187185,0.001905906,0.0004973353,0.0002619458,0.00003696636,0.06628698,0.0003074418,0.000259433,0.02702085,0.9018868,0.001079247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6843048,0.02953618,0.00001846414,0.1417895,0.02800788,0.001104291,0.0007578889,0.0008921296,0.1135889],"genre_scores_gemma":[0.8728829,0.001263956,0.00006302024,0.002294765,0.008497656,0.00005182099,0.0000759512,0.00008134267,0.1147886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7562053,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0415895846945788,"score_gpt":0.380543863418064,"score_spread":0.3389542787234852,"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."}}