{"id":"W4407689522","doi":"10.26848/rbgf.v18.2.p1445-1464","title":"Características Físicas e Hidráulicas de Bacias de Retenção Implementadas Pelo Programa “Vida Nova Rio Formiga\"","year":2025,"lang":"pt","type":"article","venue":"Revista Brasileira de Geografia Física","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004919628,0.0005053597,0.000581375,0.0005453344,0.0005664797,0.001097505,0.0005381102,0.0004327934,0.002348534],"category_scores_gemma":[0.0008962102,0.000240472,0.0006262458,0.0007174652,0.0005042655,0.0004228219,0.0005112981,0.0006376794,0.0004714785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234703,"about_ca_system_score_gemma":0.001080174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0276828,"about_ca_topic_score_gemma":0.04939789,"domain_scores_codex":[0.9992459,0.00009873367,0.00003410739,0.0002279294,0.0002479157,0.0001455679],"domain_scores_gemma":[0.9990103,0.0001668523,0.0002190679,0.00006413096,0.0004027374,0.0001369066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001675839,0.0008356473,0.1004218,0.0009417298,0.0001264501,0.0003113312,0.00202764,0.001216529,0.82383,0.0003259774,0.0005458051,0.0677412],"study_design_scores_gemma":[0.0000328531,0.005561104,0.7921204,0.0001284405,0.000232756,0.0002256566,0.00433105,0.001530703,0.1782062,0.0001617823,0.0173726,0.00009647418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947175,0.0003561578,0.0007936393,0.00005130367,0.00001814233,0.0001060156,0.0005267728,0.0000375477,0.003392874],"genre_scores_gemma":[0.9859677,0.0007298763,0.003836695,0.00007359049,0.000005924064,0.0001800872,0.0009018044,0.00003164792,0.008272787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0276828,"threshold_uncertainty_score":0.05504334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627628332700915,"score_gpt":0.3071498147764504,"score_spread":0.2908735314494413,"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."}}