{"id":"W4401955749","doi":"10.5380/jpe.v18i1.94048","title":"FORTALECIMENTO DOS IDEÁRIOS NEOLIBERAIS: A ESCOLHA DE DIRETORES ESCOLARES EM UMA REDE MUNICIPAL DE ENSINO","year":2024,"lang":"pt","type":"article","venue":"Jornal de Políticas Educacionais","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001182432,0.00057925,0.0005363221,0.0005668784,0.0008725136,0.002028356,0.00105965,0.0006973616,0.001450446],"category_scores_gemma":[0.001956974,0.0005831587,0.0005164667,0.001298248,0.0007063114,0.0008358706,0.0003251179,0.0009574253,0.0005824767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001815365,"about_ca_system_score_gemma":0.003967126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003506067,"about_ca_topic_score_gemma":0.004096576,"domain_scores_codex":[0.9952137,0.0003680977,0.0007854695,0.0008382525,0.0008877731,0.001906684],"domain_scores_gemma":[0.9971817,0.0008509313,0.0001895297,0.0006730844,0.000184725,0.0009200129],"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":[0.000173,0.001307053,0.01067291,0.0005251589,0.0007323014,0.0005814838,0.352522,0.00004265019,0.002593059,0.2913802,0.2950402,0.04442998],"study_design_scores_gemma":[0.0007518565,0.0006462576,0.02397986,0.002215067,0.0006646846,0.0005566756,0.3134317,0.00256214,0.006293993,0.1024368,0.544396,0.002064966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9135109,0.01168506,0.0001700783,0.0470218,0.003010658,0.0007266476,0.0001411204,0.001006053,0.02272764],"genre_scores_gemma":[0.9638222,0.0009303043,0.001199642,0.002142123,0.001462501,0.0001747457,0.00002079629,0.00009421766,0.03015351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2493557,"threshold_uncertainty_score":0.999662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082417587941838,"score_gpt":0.3813819016467435,"score_spread":0.3405577257673251,"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."}}