{"id":"W3024385127","doi":"10.1088/1748-9326/ab9271","title":"Plant-based diets add to the wastewater phosphorus burden","year":2020,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Economic and Social Research Council; Natural Environment Research Council; University of Leeds; Biotechnology and Biological Sciences Research Council; Scottish Government","keywords":"Per capita; Sustainability; Effluent; Wastewater; Vegan Diet; Phosphorus; Environmental science; Consumption (sociology); Business; Animal science; Agricultural economics; Environmental health; Biology; Environmental engineering; Medicine; Chemistry; Ecology; Economics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003712999,0.0002398035,0.0001525247,0.00004128134,0.0004405733,0.00009779874,0.000859785,0.00005517391,0.004906353],"category_scores_gemma":[0.00002495744,0.0001507473,0.00009804277,0.0002387721,0.0004744017,0.0001458143,0.0008511515,0.0003835608,0.01924052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003540649,"about_ca_system_score_gemma":0.00000624426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000193601,"about_ca_topic_score_gemma":0.00001920306,"domain_scores_codex":[0.9968109,0.0002394472,0.0001967819,0.0006157543,0.001281493,0.0008556711],"domain_scores_gemma":[0.9988568,0.0001144787,0.00002820267,0.000498803,9.811852e-7,0.0005006825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003860386,0.0001724312,0.0448639,0.000008109356,0.00005303756,0.0003170609,0.00409036,0.008870731,0.6657372,0.000002656566,0.2705451,0.004953381],"study_design_scores_gemma":[0.001442869,0.0007717514,0.03298035,0.0000253009,0.00002492508,0.000008712151,0.0009863406,0.0011579,0.3040362,0.00001230858,0.6579662,0.0005871786],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8987381,0.00008222561,0.00002424349,0.09970284,0.0000748332,0.0006713863,0.00006463403,0.00003973511,0.0006020181],"genre_scores_gemma":[0.9906563,0.0000243954,0.0003514477,0.007498968,0.0002107871,0.0001202165,0.00005958828,0.00004120465,0.001037086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3874211,"threshold_uncertainty_score":0.9960033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03229095448605004,"score_gpt":0.2529507311918406,"score_spread":0.2206597767057906,"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."}}