{"id":"W4200443088","doi":"10.1002/crso.20165","title":"Nutrient Stewardship: Taking 4R Further","year":2021,"lang":"en","type":"article","venue":"Crops & Soils","topic":"Plant Micronutrient Interactions and Effects","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Plant Biotechnology Institute","funders":"","keywords":"Stewardship (theology); Process (computing); Reading (process); Environmental stewardship; Nutrient; Computer science; Agricultural engineering; Engineering management; Business; Political science; Environmental resource management; Environmental science; Engineering; Biology; Ecology","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":[0.03350185,0.0009134706,0.0007978764,0.001307264,0.006852976,0.01121738,0.002834786,0.006861282,0.06823166],"category_scores_gemma":[0.04111171,0.0005224399,0.001322876,0.0007467029,0.004196049,0.0146023,0.01405627,0.01086997,0.02739216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00496371,"about_ca_system_score_gemma":0.02193763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002756112,"about_ca_topic_score_gemma":0.008296897,"domain_scores_codex":[0.9745572,0.009997394,0.0009743111,0.002094693,0.009408434,0.002968093],"domain_scores_gemma":[0.9216415,0.01629046,0.002948019,0.005668408,0.01481398,0.03863766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008291176,0.0008917296,0.002253272,0.0003531997,0.00002891547,0.0003206775,0.00362475,0.000217493,0.001357506,0.01211843,0.6331775,0.3455737],"study_design_scores_gemma":[0.00006349468,0.0004880056,0.005592787,0.001098212,0.00002845123,0.0003888861,0.007507656,0.0003790998,0.00193545,0.02853478,0.9538595,0.0001236457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02061177,0.005611793,0.01723684,0.790713,0.01358937,0.0004300108,0.000209935,0.003554189,0.148043],"genre_scores_gemma":[0.2660975,0.01082769,0.1120906,0.3797404,0.008527766,0.0009457415,0.0007895062,0.002345621,0.2186353],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06823166,"threshold_uncertainty_score":0.2282577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036161567706477,"score_gpt":0.2341647830121187,"score_spread":0.2138031673350539,"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."}}