{"id":"W2592174140","doi":"10.5935/2177-4560.20120009","title":"Morphometric factors as conditioning variables in the occurrence of floods in the Serafim Stream basin, subbasin of the Paraibuna River, Juiz de Fora, MG","year":2012,"lang":"en","type":"article","venue":"Boletim do Observatório Ambiental Alberto Ribeiro Lamego","topic":"Groundwater and Watershed Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Drainage basin; Structural basin; Geography; Geology; Humanities; Hydrology (agriculture); Geomorphology; Water resource management; Environmental science; Cartography; Art; Geotechnical engineering","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":[0.0002522315,0.0001483464,0.0001302589,0.000722366,0.0002354811,0.0003866931,0.0001743028,0.0001824765,0.0008996744],"category_scores_gemma":[0.0009436436,0.00009123898,0.000151492,0.0008051374,0.0003153858,0.0001536875,0.0002573713,0.000144807,0.00007606664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005589765,"about_ca_system_score_gemma":0.0004787849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03139505,"about_ca_topic_score_gemma":0.07362717,"domain_scores_codex":[0.9998522,0.00004399455,0.000008202794,0.00003688088,0.00002514048,0.00003354032],"domain_scores_gemma":[0.9997157,0.00009187896,0.00009906528,0.00001259492,0.00002774217,0.00005290969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007274716,0.00003796052,0.9947487,0.000005124519,0.00001325272,0.00006590008,0.0002577832,0.000159177,0.0007029413,0.0000955228,0.00006256127,0.003778316],"study_design_scores_gemma":[8.588427e-7,0.00001742301,0.9993365,0.000001512641,0.000003969071,0.00001914911,0.000242869,0.0002533714,0.00003419582,0.00001811758,0.00007097887,9.115493e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996642,0.00002095497,0.00002774799,0.00001207712,6.525454e-7,0.000002014458,0.00003418297,0.000001459058,0.0002367452],"genre_scores_gemma":[0.9997529,0.00001899695,0.0000581834,0.000001439475,0.000001830456,0.000002404592,0.00006627641,6.011645e-7,0.00009737839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03139505,"threshold_uncertainty_score":0.0624246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461724296577327,"score_gpt":0.2295699536862287,"score_spread":0.2149527107204554,"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."}}