{"id":"W7120830985","doi":"","title":"POLITICAL TRAINING OF BASIC EDUCATION TEACHERS: study of the interpretation of national guidelines for teacher training","year":2025,"lang":"pt","type":"article","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":"","keywords":"Interpretation (philosophy); Basic education; Scope (computer science); Politics; Curriculum; Training (meteorology); National curriculum; Elaboration","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"],"consensus_categories":[],"category_scores_codex":[0.003000769,0.0002707343,0.0005216387,0.0004724547,0.0006272323,0.00006963748,0.0007161794,0.0004064223,0.00004582943],"category_scores_gemma":[0.01039204,0.0002429532,0.0002838904,0.001024265,0.00009829099,0.0005165042,0.0001042187,0.0004390708,4.251987e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004498827,"about_ca_system_score_gemma":0.0078361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002720217,"about_ca_topic_score_gemma":0.001007038,"domain_scores_codex":[0.9954483,0.001292791,0.001436099,0.0004650977,0.0009457555,0.0004119941],"domain_scores_gemma":[0.9938164,0.001464581,0.001289305,0.000352165,0.002924992,0.0001525757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001984956,0.001990834,0.002629488,0.0001648021,0.0003033091,2.104676e-7,0.1548926,0.0001019658,0.00031363,0.8311296,0.00169458,0.006580533],"study_design_scores_gemma":[0.001760704,0.0002750721,0.02225828,0.001091806,0.000567149,0.00002329426,0.5841205,0.001286736,0.0005727265,0.005750049,0.3818907,0.0004029697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6162306,0.0009827102,0.003906145,0.1137014,0.006718775,0.002915209,0.0001613008,0.00009006479,0.2552938],"genre_scores_gemma":[0.9964092,0.00001506635,0.0008919279,0.0002639543,0.0006048001,0.0001998477,0.00004069048,0.00001904172,0.001555494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8253796,"threshold_uncertainty_score":0.9979438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203617826871789,"score_gpt":0.3973741174738388,"score_spread":0.27701233478666,"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."}}