{"id":"W4284992042","doi":"10.1002/jeq2.20389","title":"Soil nutrients and plant uptake parameters as related to greenhouse gas emissions","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; McGill University","funders":"","keywords":"Greenhouse gas; Environmental science; Fertilizer; Agronomy; Nutrient; Manure; Soil organic matter; Soil carbon; Soil water; Nitrogen; Chemistry; 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":[0.0002321988,0.0002765523,0.0001948011,0.0003661076,0.0001284235,0.0002540738,0.0001236559,0.0002113561,0.0004369098],"category_scores_gemma":[0.0003377292,0.0001587055,0.0001242158,0.0002966124,0.0001782589,0.0002288582,0.0001237122,0.0001735789,0.00006850487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004432865,"about_ca_system_score_gemma":0.0001448045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004425169,"about_ca_topic_score_gemma":0.006067285,"domain_scores_codex":[0.9999129,0.00001778145,0.00000688667,0.00002888258,0.00001819338,0.00001527638],"domain_scores_gemma":[0.9996014,0.0001329936,0.0001498317,0.00001563435,0.00004712591,0.00005313527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001082037,0.0002610596,0.4572521,0.00006110378,0.00009828511,0.0001377175,0.00008040341,0.00127719,0.5346632,0.00004225574,0.00006428868,0.004980432],"study_design_scores_gemma":[0.000006861588,0.0002284904,0.9857391,0.000001384609,0.00001393262,0.00004471609,0.00005035718,0.0011232,0.01263409,0.00002989377,0.0001231571,0.000004710853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996994,0.00003234548,0.00007387653,0.000002581492,4.377428e-7,0.000002755978,0.0001074009,0.000002536315,0.0000787454],"genre_scores_gemma":[0.9994897,0.00002215263,0.0001244745,0.000004494334,6.284924e-7,0.000007169396,0.0002061247,0.000001306713,0.0001438856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004425169,"threshold_uncertainty_score":0.008798838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108152055255262,"score_gpt":0.2404304893128689,"score_spread":0.2193489687603162,"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."}}