{"id":"W2805736499","doi":"10.3389/fenvs.2018.00050","title":"Alternative Management Practices Improve Soil Health Indices in Intensive Vegetable Cropping Systems: A Review","year":2018,"lang":"en","type":"review","venue":"Frontiers in Environmental Science","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Soil health; Cropping; Tillage; Cover crop; Environmental science; Sustainable agriculture; Agriculture; Agroforestry; Sustainability; Soil management; Crop rotation; Cropping system; No-till farming; Soil carbon; Soil fertility; Agronomy; Soil organic matter; Soil water; Biology; Ecology; Soil science","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":[0.001060063,0.001031549,0.001940005,0.003349271,0.0003080486,0.001346924,0.001106511,0.001203468,0.002637824],"category_scores_gemma":[0.002694219,0.000369281,0.001646183,0.003041559,0.0003755621,0.001404511,0.000500163,0.0006693269,0.000466762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000661828,"about_ca_system_score_gemma":0.001717385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835818,"about_ca_topic_score_gemma":0.004496422,"domain_scores_codex":[0.9994835,0.00009541539,0.0001552643,0.0001144443,0.0001204066,0.00003091439],"domain_scores_gemma":[0.9979544,0.001285298,0.0004171937,0.00002906789,0.0002675982,0.0000464198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001948806,0.0002508639,0.001386399,0.2052989,0.0009498701,0.0001883593,0.0002142213,0.0006237713,0.001731641,0.0009889673,0.006594628,0.7815774],"study_design_scores_gemma":[0.000103259,0.001315634,0.01744141,0.1391636,0.008105489,0.002479241,0.0006541696,0.0007435557,0.003481405,0.001977646,0.8243838,0.0001507864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005032421,0.998979,0.00007417615,0.00009216145,0.00003856368,0.00001173717,0.00003124638,0.000004365133,0.0002654436],"genre_scores_gemma":[0.002921756,0.9965214,0.0002668391,0.00009556709,0.00004656751,0.00001272838,0.00003864498,0.000001564696,0.00009493023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003349271,"threshold_uncertainty_score":0.008824408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928199784789884,"score_gpt":0.2872939322484718,"score_spread":0.2580119344005729,"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."}}