{"id":"W2109275579","doi":"10.2136/sssaj2010.0029","title":"Farm‐Scale Variation of Soil Quality Indices and Association with Edaphic Properties","year":2011,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Washington State University; Western SARE; U.S. Department of Agriculture","keywords":"Edaphic; Decomposer; Mineralization (soil science); Soil water; Bulk density; Environmental science; Agronomy; Soil organic matter; Organic matter; Soil quality; Soil science; Ecology; Biology; Ecosystem","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":[0.0006439884,0.0001511206,0.000229774,0.0006872857,0.0001878343,0.0003958255,0.0002155485,0.0002972998,0.0008997288],"category_scores_gemma":[0.0017544,0.0001737188,0.0001935694,0.0007311807,0.0004226019,0.0002468708,0.0002954606,0.0001896281,0.000132047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912309,"about_ca_system_score_gemma":0.0001305196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006355929,"about_ca_topic_score_gemma":0.01718229,"domain_scores_codex":[0.9994013,0.0001464562,0.00004267053,0.000253739,0.00007583491,0.00007998435],"domain_scores_gemma":[0.9975012,0.00100118,0.0006808389,0.0003543328,0.00025734,0.0002050537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000374057,0.0000167306,0.9958924,0.000002981772,0.00006021681,0.00003224339,0.00003402185,0.0003051699,0.002165591,0.0000171194,0.00003335891,0.001402652],"study_design_scores_gemma":[5.021886e-7,0.000009042909,0.999624,3.967808e-7,0.000003590523,0.0000145015,0.00002044193,0.0002474996,0.00004745734,0.000006846156,0.00002479841,7.583408e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994146,0.00002017372,0.0002200341,0.000004224893,9.39273e-7,0.000002372539,0.00009931028,0.000004543334,0.0002338509],"genre_scores_gemma":[0.9996282,0.000009144779,0.00009726184,0.000003468306,9.747084e-7,0.000002845424,0.0001253215,0.000001888806,0.0001308045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006355929,"threshold_uncertainty_score":0.01263791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214428541724832,"score_gpt":0.2222003351307467,"score_spread":0.1900560497134983,"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."}}