{"id":"W2564965564","doi":"10.1002/ehs2.1251","title":"Guiding phosphorus stewardship for multiple ecosystem services","year":2016,"lang":"en","type":"article","venue":"Ecosystem Health and Sustainability","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; McGill University","funders":"Biotechnology and Biological Sciences Research Council; National Natural Science Foundation of China; Natural Environment Research Council; Sight Research UK","keywords":"Ecosystem services; Stewardship (theology); Environmental stewardship; Environmental resource management; Business; Ecosystem; Agriculture; Environmental science; Recreation; Biodiversity; Environmental planning; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001605242,0.0002186187,0.0003690849,0.00003451715,0.000446395,0.00004682874,0.0002247071,0.0001010339,0.00001509309],"category_scores_gemma":[0.0001940707,0.0001451161,0.00008609208,0.0001300267,0.000042618,0.0002707643,0.0001783789,0.00004187248,0.00002865722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456413,"about_ca_system_score_gemma":0.0001094124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007732341,"about_ca_topic_score_gemma":0.001078075,"domain_scores_codex":[0.9976262,0.0001881971,0.0005637323,0.0006255516,0.0002238535,0.0007724986],"domain_scores_gemma":[0.9984752,0.0003262404,0.000196565,0.000418585,0.00006330192,0.0005201132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001272066,0.00005204712,0.9807935,0.001979629,0.000006554329,0.000001573911,0.0006784408,0.00001829155,0.00000240361,0.0001737939,0.0003270309,0.01583947],"study_design_scores_gemma":[0.00926975,0.002229719,0.1902686,0.0008904154,0.00004143935,0.00006753406,0.01632955,0.04424281,0.0003314437,0.0451223,0.6893886,0.001817841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925351,0.0002983519,0.001916361,0.002821267,0.0003113194,0.00169523,0.000195636,0.0001141976,0.0001125503],"genre_scores_gemma":[0.9990185,0.00005035396,0.0002063281,0.000234064,0.00006743366,0.0002174015,0.00001246322,0.00002108763,0.0001723508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.790525,"threshold_uncertainty_score":0.5917662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162723926210351,"score_gpt":0.2416829606807745,"score_spread":0.230055721418671,"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."}}