{"id":"W2606129715","doi":"10.5016/geociencias.v36i1.12294","title":"EFEITOS DO REVESTIMENTO DE CANAL E IMPERMEABILIZAÇÃO DO SOLO À DINÂMICA DE INUNDAÇÃO DO RIO ARROMBADOS - PE","year":2017,"lang":"pt","type":"article","venue":"Geociências","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Physics; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002205212,0.0003064315,0.0004634121,0.0002998853,0.0002796129,0.0008598513,0.0004458563,0.0004508471,0.002789818],"category_scores_gemma":[0.0008188261,0.0002285956,0.0003755621,0.0003579514,0.0003512229,0.0003328549,0.0003833769,0.0003519769,0.0002957456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006274093,"about_ca_system_score_gemma":0.0004660977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02159113,"about_ca_topic_score_gemma":0.03128511,"domain_scores_codex":[0.9997728,0.00002345431,0.0000106176,0.00007158544,0.0000726839,0.00004880269],"domain_scores_gemma":[0.9996754,0.0001070092,0.00006271493,0.00002697799,0.00009096679,0.00003697892],"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":[0.002080202,0.0002669986,0.04603761,0.0008899496,0.0001086443,0.000556319,0.0006244775,0.07017168,0.8359607,0.0009246279,0.0007928279,0.04158597],"study_design_scores_gemma":[0.00008508751,0.004497917,0.1539785,0.0001328888,0.0003134951,0.0003415943,0.003284191,0.1961213,0.6228997,0.001207068,0.01698841,0.0001498903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942578,0.0003755192,0.002290132,0.00005247995,0.00001974478,0.00002496851,0.000292179,0.0001074716,0.00257968],"genre_scores_gemma":[0.9965844,0.0002712448,0.00110593,0.00001354569,0.00000181355,0.00001715072,0.0001367245,0.00002192878,0.001847288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02159113,"threshold_uncertainty_score":0.0429309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660973236840401,"score_gpt":0.2583299281193231,"score_spread":0.2417201957509191,"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."}}