{"id":"W2168550723","doi":"10.1002/9780470057339.vas031.pub2","title":"Soil Erosion and Conservation","year":2012,"lang":"en","type":"other","venue":"Encyclopedia of Environmetrics","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; International Development Research Centre; Agriculture and Agri-Food Canada","funders":"","keywords":"Soil conservation; Dryland salinity; Environmental science; Erosion; WEPP; Soil retrogression and degradation; Tillage; Soil biodiversity; Soil functions; Erosion control; Soil quality; Landform; No-till farming; Hydrology (agriculture); Soil science; Soil fertility; Soil water; Agriculture; Agronomy; Geology; Ecology; Geotechnical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001151527,0.0001618011,0.000221694,0.00005599784,0.00003128445,0.000005408822,0.0001082641,0.0002878057,0.004738556],"category_scores_gemma":[0.00002999107,0.0000678104,0.00005446272,0.0002722522,0.00007930414,0.00003630622,0.0000353939,0.0001055848,0.00007123388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007392154,"about_ca_system_score_gemma":0.000002798835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004617333,"about_ca_topic_score_gemma":0.0001812855,"domain_scores_codex":[0.9991891,0.00002549482,0.0001874086,0.0001984068,0.00024014,0.0001594542],"domain_scores_gemma":[0.9995503,0.0001168481,0.0001713272,0.00005917026,0.000005440688,0.0000968934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001417317,0.0002976778,0.3355784,0.0000781109,0.00002470409,0.000002406078,0.00005347657,4.063485e-7,0.00705438,0.0002195345,0.4934849,0.1631919],"study_design_scores_gemma":[0.00007420766,0.00004019063,0.1950949,0.00002269789,0.00002556693,5.389978e-7,0.00001272305,0.000001649642,0.00007350904,0.00001233647,0.8045076,0.0001340172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1469461,0.008153017,0.00001917526,0.0004046937,0.0007489756,0.0004135013,0.0002194761,0.0001480106,0.8429471],"genre_scores_gemma":[0.05591828,0.06262331,0.0006020694,0.0004146966,0.00104265,0.00002039679,0.0007116232,0.00003489008,0.8786321],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3110228,"threshold_uncertainty_score":0.9961712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444581858692502,"score_gpt":0.1935140176787206,"score_spread":0.1790681990917956,"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."}}