{"id":"W4404906346","doi":"10.3390/soilsystems8040125","title":"Assessing the Global Sensitivity of RUSLE Factors: A Case Study of Southern Bahia, Brazil","year":2024,"lang":"en","type":"article","venue":"Soil Systems","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Sensitivity (control systems); Geography; 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":[0.001186345,0.0004507259,0.0002973665,0.0006268152,0.0001943043,0.0007251498,0.0003160751,0.0002859385,0.0003256491],"category_scores_gemma":[0.003220163,0.0001156458,0.0004978431,0.0008590962,0.0004377809,0.0003619227,0.0006472968,0.000197519,0.00002904946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001528827,"about_ca_system_score_gemma":0.0004106287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09317238,"about_ca_topic_score_gemma":0.0963137,"domain_scores_codex":[0.9995389,0.0001928143,0.00002913174,0.00009264256,0.00008289573,0.00006368402],"domain_scores_gemma":[0.9991609,0.0004390954,0.00011012,0.00007879988,0.0001776375,0.00003345719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002456109,0.0002195335,0.7005582,0.0003009885,0.0005322205,0.004265417,0.001562282,0.2312894,0.01057932,0.003989015,0.0006936002,0.04576435],"study_design_scores_gemma":[0.00004881012,0.0004394152,0.695547,0.0000916194,0.0002663253,0.0008286416,0.005814372,0.2832827,0.005220175,0.003560573,0.004823319,0.00007718012],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965094,0.000122278,0.00209681,0.00006283647,0.000002315541,0.00002806198,0.0001972655,0.00002184963,0.000959312],"genre_scores_gemma":[0.9989432,0.00005081459,0.0008321049,0.00000720647,8.480182e-7,0.000007233324,0.00008534892,0.000003501231,0.00006992098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09317238,"threshold_uncertainty_score":0.1852601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754154848973288,"score_gpt":0.3050714643306458,"score_spread":0.2875299158409129,"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."}}