{"id":"W4400388580","doi":"10.1002/crso.20377","title":"4R Nutrient Management for Magnesium","year":2024,"lang":"en","type":"article","venue":"Crops & Soils","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Plant Biotechnology Institute","funders":"","keywords":"Magnesium; Nutrient; Stewardship (theology); Nutrient management; Reading (process); Environmental stewardship; Computer science; Environmental science; Chemistry; Political science; Biology; Ecology; Environmental resource management","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":[0.001558651,0.0004591488,0.0003607111,0.0009314886,0.001019396,0.001984654,0.001387995,0.002532466,0.03818806],"category_scores_gemma":[0.002614538,0.0001625396,0.0007469748,0.0004800837,0.0007566481,0.002136061,0.003286157,0.001930606,0.009974323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146987,"about_ca_system_score_gemma":0.002024105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002948042,"about_ca_topic_score_gemma":0.005435626,"domain_scores_codex":[0.9989967,0.0001627778,0.00005843133,0.0001224416,0.0005588009,0.0001008808],"domain_scores_gemma":[0.9991046,0.0001515731,0.000171743,0.00007192978,0.0003024481,0.000197807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003094093,0.000328074,0.002056298,0.001827051,0.00004933402,0.0005719191,0.0003641504,0.0005458376,0.01316786,0.02878842,0.2743987,0.677593],"study_design_scores_gemma":[0.00002794975,0.0001847832,0.001175375,0.0005637942,0.00002427599,0.0003208673,0.0001140363,0.0001824577,0.002403246,0.008525546,0.9864601,0.00001756085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02396211,0.1435575,0.02150564,0.2513384,0.01040981,0.000427094,0.0007473217,0.003068639,0.5449837],"genre_scores_gemma":[0.2304472,0.1193766,0.06745263,0.1014288,0.008678982,0.0003311592,0.0009285118,0.0009327385,0.4704233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03818806,"threshold_uncertainty_score":0.1277518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007580340672490453,"score_gpt":0.2299615339800113,"score_spread":0.2223811933075209,"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."}}