{"id":"W1500271004","doi":"10.5539/sar.v4n3p116","title":"Soil Health and Related Ecosystem Services in Organic Agriculture","year":2015,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Nutrient; Soil health; Soil organic matter; Environmental science; Manure; Soil ecology; Soil biology; Soil carbon; Soil biodiversity; Soil structure; Agronomy; Soil fertility; Ecosystem; Nutrient cycle; Soil water; Soil science; Ecology; Biology","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":[0.002373948,0.00025775,0.0003729953,0.00007793675,0.0004142949,0.0002690091,0.0004422449,0.0003375315,0.0000700778],"category_scores_gemma":[0.0001773126,0.00008924026,0.00006638301,0.003026278,0.00006406566,0.0003018698,0.0003778331,0.0007777761,0.00005217077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005734132,"about_ca_system_score_gemma":0.000159793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005454395,"about_ca_topic_score_gemma":0.0266138,"domain_scores_codex":[0.9961858,0.0007196403,0.0003881174,0.0005987104,0.0008319022,0.001275827],"domain_scores_gemma":[0.9979541,0.000171836,0.0001032745,0.0001099134,0.0009096378,0.0007512564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001890247,0.005429318,0.3274838,0.007414284,0.0007579768,0.006378009,0.08801974,0.0008464939,0.2125269,0.08962993,0.1848688,0.07475455],"study_design_scores_gemma":[0.002384949,0.002498247,0.09666942,0.0004008653,0.00001951707,0.0006143615,0.7191876,0.001211243,0.001179206,0.01289828,0.1615712,0.001365189],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836012,0.005316985,8.210446e-8,0.004001416,0.00006723609,0.0007404285,0.00001299286,0.0001190774,0.006140635],"genre_scores_gemma":[0.9899508,0.0004309558,0.00001022324,0.0001518144,0.0001867017,0.00006008192,0.0001899183,0.000003162907,0.009016281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6311678,"threshold_uncertainty_score":0.9911479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077506594816734,"score_gpt":0.2715258715992894,"score_spread":0.2507508056511221,"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."}}