{"id":"W7120501927","doi":"","title":"Análise nacional do ciclo da política de educação, ciência e tecnologia nos Institutos Federais - IFs: a carência epistêmica e a produção do homo enterprise no contexto da prática e na atuação política","year":2023,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Tecnológica Federal do Paraná; Organisation de Coopération et de Développement Économiques; Ministério da Educação; Ministerio de Economía y Competitividad","keywords":"Legislature; Relation (database); Context (archaeology); Politics; State (computer science); Field (mathematics)","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004092976,0.002308681,0.002306462,0.002015582,0.006653174,0.003357153,0.003537165,0.004019798,0.001649841],"category_scores_gemma":[0.01523862,0.002523118,0.001276833,0.003600348,0.0004624316,0.002323346,0.0007224958,0.004624192,0.0009903652],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003702116,"about_ca_system_score_gemma":0.01871856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002670045,"about_ca_topic_score_gemma":0.004935189,"domain_scores_codex":[0.9822974,0.003494356,0.003231865,0.003810966,0.003636404,0.003529017],"domain_scores_gemma":[0.9855636,0.003133229,0.003004373,0.002224094,0.003567631,0.002507086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003603003,0.00577091,0.003815606,0.001429214,0.002311349,0.0009649645,0.1267358,0.00007001325,0.003114239,0.8245828,0.01594079,0.01166134],"study_design_scores_gemma":[0.002509525,0.0004617562,0.009518436,0.001922801,0.00101631,0.0008889771,0.04690472,0.0003385351,0.0003564856,0.001273077,0.9317462,0.003063159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5429623,0.007248225,0.001035504,0.1313425,0.03403468,0.01055242,0.002769889,0.003695672,0.2663588],"genre_scores_gemma":[0.9790409,0.001677555,0.001464658,0.0008257413,0.003395791,0.001973648,0.003021115,0.0003499202,0.008250636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9158054,"threshold_uncertainty_score":0.9997874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05447350275203061,"score_gpt":0.3517204387120919,"score_spread":0.2972469359600612,"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."}}