{"id":"W7120583541","doi":"","title":"Public administration in the Federal Institutions of Higher Education: knowledge of central administration managers","year":2011,"lang":"pt","type":"article","venue":"UNIFESP Institutional Repository (Universidade Federal de São Paulo)","topic":"Education and Public Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Context (archaeology); Professional development; Exploratory research","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"],"consensus_categories":[],"category_scores_codex":[0.0006975151,0.0003244648,0.0003396625,0.0006295581,0.001814858,0.0002313294,0.0009123444,0.00041448,0.0006480307],"category_scores_gemma":[0.0001670868,0.0003336152,0.0002670685,0.001578411,0.001298678,0.00156794,0.00007162463,0.0004906366,0.00002302194],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009914733,"about_ca_system_score_gemma":0.0214694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998624,"about_ca_topic_score_gemma":0.007818442,"domain_scores_codex":[0.9965401,0.0009210808,0.0008225985,0.0004467363,0.0006379638,0.0006315102],"domain_scores_gemma":[0.9978371,0.000146042,0.0006491434,0.0004338673,0.0005577664,0.0003760665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001493195,0.00277482,0.0136817,0.0001440024,0.0001008916,0.00004053261,0.05874827,0.00001986529,0.0001458815,0.9191509,0.004522617,0.0005211885],"study_design_scores_gemma":[0.001390692,0.0006227994,0.6864264,0.0003939712,0.0001664826,0.0002183372,0.173752,0.0001055112,0.0006460197,0.003901316,0.1315919,0.0007845127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4718366,0.0003844953,0.0001522551,0.007415896,0.002844876,0.0006390675,0.00005049391,0.00004242542,0.5166339],"genre_scores_gemma":[0.9708733,0.00006259054,0.000196127,0.0004077029,0.0006488303,0.00002886522,0.0001305599,0.00001280059,0.0276392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9152496,"threshold_uncertainty_score":0.9999116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08908910892834597,"score_gpt":0.3294273939161017,"score_spread":0.2403382849877557,"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."}}