{"id":"W7162005270","doi":"10.82308/23380","title":"Urban phosphorus sustainability: how human diet, urban agriculture and socioecological context influence phosphorus cycling and management","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Urban agriculture; Urban environment; Human ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005234872,0.0002614258,0.0002796015,0.0007310407,0.0009062556,0.003862925,0.0005281491,0.0006357314,0.004395342],"category_scores_gemma":[0.001601148,0.0002122489,0.0003485857,0.001159662,0.001490186,0.001615445,0.002246628,0.0003806668,0.0003450823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919268,"about_ca_system_score_gemma":0.002074814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03668701,"about_ca_topic_score_gemma":0.08584238,"domain_scores_codex":[0.9995533,0.0002032413,0.00001016569,0.00008167019,0.00004971181,0.0001019318],"domain_scores_gemma":[0.9995072,0.0001865684,0.000101783,0.00002998203,0.0000684406,0.0001061173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003005756,0.0003564243,0.8165776,0.000728806,0.0004500157,0.001043,0.02574397,0.003520825,0.003277401,0.02637091,0.003776318,0.1178541],"study_design_scores_gemma":[0.00001679266,0.0002440531,0.8708898,0.0003508558,0.000293983,0.0003459509,0.07273035,0.003960366,0.001092339,0.01658546,0.03342403,0.00006609677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768077,0.002342133,0.00128801,0.002508437,0.00002886493,0.00002238229,0.0002258361,0.000024421,0.01675203],"genre_scores_gemma":[0.9962831,0.001346361,0.0004501473,0.0001449265,0.000009659542,0.00001251492,0.0000737837,0.000009477354,0.001670091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03668701,"threshold_uncertainty_score":0.07294697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007120136707844269,"score_gpt":0.2387007797094028,"score_spread":0.2315806430015585,"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."}}