{"id":"W4392503760","doi":"10.38116/ppe52n1art3","title":"Corrupção e pobreza nos municípios brasileiros","year":2023,"lang":"pt","type":"article","venue":"","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Geography; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001047187,0.0002287889,0.000298951,0.0002156149,0.0007117131,0.0002301218,0.0005493571,0.0002056415,0.03136472],"category_scores_gemma":[0.0001467684,0.0002400817,0.0001725202,0.0009408774,0.0001575455,0.0002548273,0.0003064085,0.0001990177,0.08333875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000285543,"about_ca_system_score_gemma":0.0004719516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001607894,"about_ca_topic_score_gemma":0.006703526,"domain_scores_codex":[0.9977852,0.0001273232,0.000493818,0.0004842457,0.0003482807,0.0007611227],"domain_scores_gemma":[0.9988853,0.0001965152,0.0001296242,0.0003601261,0.00006457421,0.0003639054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000455156,0.0002484087,0.05116334,0.00006256574,0.0001506682,0.00006053724,0.1272094,0.00015245,0.0001503424,0.03340212,0.5534087,0.2339459],"study_design_scores_gemma":[0.0005818855,0.00004378303,0.1226097,0.0000435162,0.0000193827,0.000002615404,0.06666896,0.00351143,0.00002168747,0.0001801185,0.8057376,0.000579332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2989913,0.00007157659,0.0002755198,0.0175693,0.01039991,0.0008441614,0.00004031289,0.001115462,0.6706924],"genre_scores_gemma":[0.4923749,0.0004219249,0.00003354491,0.001362046,0.0002366358,0.00002054819,0.00002013218,0.00001864455,0.5055116],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2523288,"threshold_uncertainty_score":0.9790247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132308599736159,"score_gpt":0.3526725294375653,"score_spread":0.2394416694639494,"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."}}