{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001647373,0.000238897,0.0003662539,0.001644099,0.00123826,0.002402755,0.0004128473,0.0003117958,0.002115758],"category_scores_gemma":[0.008586764,0.0002569383,0.000223647,0.004127726,0.001320655,0.001003496,0.00157634,0.0005266731,0.0001360218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003099828,"about_ca_system_score_gemma":0.003032521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2229191,"about_ca_topic_score_gemma":0.3978594,"domain_scores_codex":[0.9989905,0.0003988031,0.00007900599,0.0001574143,0.0002052578,0.0001690901],"domain_scores_gemma":[0.993148,0.002375558,0.002622363,0.0006298192,0.0007964083,0.0004277976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004581433,0.00003166023,0.9517199,0.0001709963,0.00006546759,0.0002168501,0.0227186,0.0005496679,0.000233454,0.004667082,0.0008845908,0.01869587],"study_design_scores_gemma":[0.000003723751,0.00003793773,0.9651961,0.0002525334,0.00005211774,0.00009315347,0.02402147,0.0005637376,0.0001472348,0.001033949,0.008580914,0.00001706804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869529,0.001109964,0.000470851,0.0009595715,0.00001107432,0.00003061081,0.0008096014,0.00001212452,0.009643433],"genre_scores_gemma":[0.9982667,0.0006053858,0.0001827819,0.00002947917,0.000002790982,0.00000878505,0.0001348944,0.000001841967,0.0007674664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2229191,"threshold_uncertainty_score":0.4432431,"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."}}