{"id":"W4403894938","doi":"10.29166/siembra.v11i2.6816","title":"Understanding the effect of cropping system on soil health at the Northwestern Ontario Agricultural Research Station in Canada","year":2024,"lang":"en","type":"article","venue":"Siembra","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"College of Agricultural Sciences, Oregon State University; Northwestern University; Lakehead University; College of Veterinary Medicine, Cornell University; Oregon State University; International Development Research Centre","keywords":"Agriculture; Cropping; Geography; Soil health; Agroforestry; Environmental science; Soil water; Archaeology; Soil science; Soil organic matter","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000511876,0.0002426734,0.0002871715,0.0007585012,0.002645918,0.0010461,0.000868695,0.0002268975,0.001886044],"category_scores_gemma":[0.001358263,0.0002353074,0.0002440924,0.00218289,0.0007304982,0.0003293759,0.0005513167,0.0003520633,0.000225328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04099515,"about_ca_system_score_gemma":0.04862777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972403,"about_ca_topic_score_gemma":0.9993653,"domain_scores_codex":[0.9991794,0.00007567547,0.00002659521,0.0001291065,0.0002956326,0.000293583],"domain_scores_gemma":[0.9978124,0.0001745173,0.0002137162,0.00005257559,0.00126834,0.0004784162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645295,0.00006640585,0.9607537,0.0001038505,0.00006803491,0.0002877124,0.00298089,0.0007467407,0.002700194,0.0003027919,0.004023676,0.02780136],"study_design_scores_gemma":[0.00000349217,0.00001841235,0.9947877,0.00001663944,0.00001123312,0.00001654217,0.002438074,0.0003087932,0.0001972982,0.00002548234,0.002169245,0.00000714324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902228,0.0006966937,0.0002798094,0.00063412,0.00001113028,0.00006662065,0.002876996,0.00002866292,0.005183161],"genre_scores_gemma":[0.9918056,0.0006684036,0.0006913182,0.0001318421,0.000004870987,0.00002827092,0.001363024,0.00001061724,0.005296254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04099515,"threshold_uncertainty_score":0.297442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06268209061927751,"score_gpt":0.267499703770204,"score_spread":0.2048176131509265,"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."}}