{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009062673,0.00007384748,0.0001723935,0.00001401343,0.0003420712,0.00004982644,0.0001715012,0.00002965031,0.00008454308],"category_scores_gemma":[0.00003328063,0.00002801626,0.00006138792,0.0005522597,0.0005496105,0.0003626333,0.00006939966,0.00008254773,8.2855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000250485,"about_ca_system_score_gemma":0.00002526252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004366732,"about_ca_topic_score_gemma":0.00006709163,"domain_scores_codex":[0.9988526,0.00004808748,0.000252625,0.0001375627,0.0005439539,0.000165248],"domain_scores_gemma":[0.9988683,0.00003354459,0.0007191657,0.0000285981,0.0003025529,0.00004781801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004340761,0.000150365,0.5132816,0.00003879287,0.00007488878,1.244318e-7,0.01723573,0.0000071325,0.4440014,0.00007036777,0.00008307667,0.02501307],"study_design_scores_gemma":[0.0001167017,0.000214315,0.9783487,0.00003023244,0.00002004666,0.000001633361,0.01303409,0.0001074588,0.00769961,0.0001783711,0.0001610443,0.00008776841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982204,0.00004570317,0.00008647252,0.0006177318,0.00004264521,0.00005605597,0.000002708264,0.00001040915,0.0009178964],"genre_scores_gemma":[0.9987265,0.000412699,0.0005996543,0.0001317824,0.00004129378,0.000002089616,8.968726e-7,4.86054e-7,0.00008460267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4650671,"threshold_uncertainty_score":0.263097,"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."}}