{"id":"W4408094900","doi":"10.1016/j.rspp.2025.100184","title":"Short-term economic effects of the São Francisco Inter-basin Water Transfer on the low-income population in Brazil","year":2025,"lang":"en","type":"article","venue":"Regional Science Policy & Practice","topic":"Water resources management and optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Term (time); Population; Structural basin; Geography; Economics; Environmental science; Demography; Geology; Sociology; Physics; Geomorphology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004387596,0.00009864273,0.00009129959,0.0002333857,0.0001141091,0.00007345263,0.0004027598,0.00003228781,0.000006556086],"category_scores_gemma":[0.00009037717,0.00005560109,0.00004172291,0.0004155379,0.000121178,0.0005039917,0.00005722711,0.0001324606,0.00001310054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021111,"about_ca_system_score_gemma":0.00002381206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00038191,"about_ca_topic_score_gemma":0.00009264789,"domain_scores_codex":[0.9991923,0.00006787686,0.0001831536,0.0001562007,0.0001919343,0.0002085085],"domain_scores_gemma":[0.9995053,0.000201501,0.00001901195,0.0002358248,0.00001667201,0.00002172375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002242502,0.000221556,0.03797967,0.0004719991,0.0001075559,0.000006754958,0.007059891,0.7854163,0.02340122,0.1299424,0.0006253391,0.01454309],"study_design_scores_gemma":[0.0009004133,0.00009323411,0.7947454,0.0008272027,0.00008428086,0.000007880635,0.0002092426,0.10223,0.08860841,0.003443063,0.008366244,0.0004846493],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854776,0.00001332197,0.001147153,0.008218931,0.0002056512,0.0003065648,6.623433e-7,0.00002544047,0.004604656],"genre_scores_gemma":[0.9990222,0.00002097,0.00002707474,0.0007204654,0.00005168497,0.00001678203,0.000001668892,0.000007618257,0.0001315116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7567657,"threshold_uncertainty_score":0.2267346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007439645623409541,"score_gpt":0.2604398464151003,"score_spread":0.2530002007916907,"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."}}