{"id":"W7120767435","doi":"","title":"Veridity and governmentality about the network of trainers of Seduc-SP and its control mechanisms","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":"Governmentality; Control (management); Continuing education; Context (archaeology)","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"],"consensus_categories":[],"category_scores_codex":[0.002560575,0.0003071101,0.0005276615,0.00009831924,0.001181395,0.0001313465,0.0004777057,0.0004495502,0.00007815495],"category_scores_gemma":[0.001235231,0.0002651509,0.000147081,0.000804631,0.0001419331,0.0004767471,0.0001682767,0.0005031942,9.771403e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594986,"about_ca_system_score_gemma":0.001232203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000170661,"about_ca_topic_score_gemma":0.0007585849,"domain_scores_codex":[0.9961854,0.001360287,0.0007648441,0.0005151921,0.000707136,0.0004671634],"domain_scores_gemma":[0.9966896,0.001471289,0.0008411028,0.0003460044,0.0004108552,0.0002411305],"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":[0.0002897244,0.0003169179,0.002062894,0.0001998163,0.0003191091,0.000003858257,0.009491365,0.00002775286,0.0007874315,0.9845839,0.0009937439,0.0009235127],"study_design_scores_gemma":[0.001969648,0.0001425459,0.0643367,0.0004389326,0.0006441481,0.00007260129,0.01953037,0.0005459104,0.001341293,0.005898841,0.904608,0.0004709951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6210254,0.01301999,0.002961701,0.180268,0.005118806,0.002221197,0.0005474972,0.0001308579,0.1747066],"genre_scores_gemma":[0.9967617,0.001339108,0.0002038776,0.0004096225,0.0002833065,0.00005629856,0.00001818103,0.00001350509,0.000914405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.978685,"threshold_uncertainty_score":0.9999801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03438880585734715,"score_gpt":0.3063218822980471,"score_spread":0.2719330764406999,"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."}}