{"id":"W4383422260","doi":"10.21168/rega.v20e6","title":"Impacto das mudanças climáticas nas vazões mínimas de referência de pequenas bacias hidrográficas na Amazônia Legal e dentro do arco do desflorestamento","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão de Água da América Latina","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002699526,0.001647981,0.001494971,0.000444715,0.001744981,0.00155592,0.00179032,0.0007659307,0.001443925],"category_scores_gemma":[0.0006984432,0.001665616,0.001068655,0.002677147,0.00159759,0.0007897947,0.001858305,0.001614063,0.003236258],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004497379,"about_ca_system_score_gemma":0.0002683544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002617985,"about_ca_topic_score_gemma":0.0004052289,"domain_scores_codex":[0.9883924,0.001271387,0.001614851,0.002169711,0.001776508,0.004775152],"domain_scores_gemma":[0.9946166,0.0007918727,0.0007829232,0.001780007,0.00004234693,0.001986216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004656037,0.0009725096,0.9084408,0.0005936137,0.0006496992,0.003033969,0.008676465,0.002447599,0.01937151,0.001507865,0.02664339,0.02719704],"study_design_scores_gemma":[0.001313548,0.0008310384,0.8606753,0.0006783971,0.0007605767,0.0005885853,0.006156009,0.001832488,0.0008877289,0.0007605397,0.1235171,0.001998718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822264,0.004580054,0.0006155488,0.002147685,0.0002399824,0.001418357,0.000362857,0.0005470209,0.007862136],"genre_scores_gemma":[0.9770188,0.01582227,0.003374463,0.0008026721,0.0003821188,0.0002707291,0.0001188475,0.0002618488,0.00194825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09687366,"threshold_uncertainty_score":0.9996268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097846365470071,"score_gpt":0.2854221193538374,"score_spread":0.2644436556991367,"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."}}