{"id":"W2290740635","doi":"10.5539/enrr.v6n1p88","title":"Influence of Lead Pollution on Cohesive Soil Erodibility using Jet Erosion Tests","year":2016,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil water; Erosion; Environmental science; Pollution; Lead (geology); Soil science; Environmental engineering; Chemistry; Geology; Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006506494,0.000120365,0.0001451883,0.00003435293,0.0002546018,0.00001665861,0.0001747884,0.00009815605,0.0001073465],"category_scores_gemma":[0.0001115804,0.00003793055,0.00005231088,0.0001637778,0.0004253188,0.0001075049,0.00009037638,0.0001937914,0.00002740027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006757009,"about_ca_system_score_gemma":0.000004152569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000274802,"about_ca_topic_score_gemma":0.00007414044,"domain_scores_codex":[0.9982114,0.0001896921,0.0001929155,0.0003562932,0.0007365493,0.0003131541],"domain_scores_gemma":[0.9992889,0.0004409562,0.00005480497,0.0000882988,0.0000313396,0.00009568075],"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":[0.0001787157,0.00005982403,0.1178064,0.000004595182,0.000003064432,0.00000143223,0.00006063477,0.00002913822,0.8654715,0.00001383405,0.00002805939,0.01634287],"study_design_scores_gemma":[0.0002223932,0.0003790878,0.8981795,0.00007971194,0.0000032309,8.986029e-7,0.00007275598,0.00004586412,0.09938239,0.0000856976,0.001455117,0.0000933469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984643,0.0002994545,4.03654e-7,0.0009354549,0.00001721454,0.0001940415,0.0000205715,0.00001423218,0.0000543022],"genre_scores_gemma":[0.9990527,0.0004348731,0.00001172298,0.00005485611,0.00005329754,0.000004943611,0.000006033868,0.000001122377,0.0003804623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7803732,"threshold_uncertainty_score":0.1958217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04878091576898277,"score_gpt":0.2870777257985816,"score_spread":0.2382968100295988,"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."}}