{"id":"W3162899071","doi":"10.1016/j.jenvman.2021.112715","title":"Urban metabolism of phosphorus in the food production-consumption system of Bangladesh","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Urbanization; Population; Per capita; Consumption (sociology); Productivity; Agrarian society; Urban metabolism; Agricultural economics; Economics; Geography; Urban planning; Economic growth; Agriculture; Biology; Ecology; Environmental health; Urban density","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":[0.0008427739,0.000153242,0.0003024419,0.00009468876,0.00004968994,0.00001375849,0.0003966481,0.00003518494,0.0003285165],"category_scores_gemma":[0.000008959692,0.0001162723,0.0001717403,0.000277112,0.0001446242,0.0002172063,0.0002807306,0.0001408798,0.00002747095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002625994,"about_ca_system_score_gemma":0.000003992724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001275639,"about_ca_topic_score_gemma":0.000006212398,"domain_scores_codex":[0.9978285,0.000132131,0.0007643391,0.0002225378,0.00084908,0.0002033973],"domain_scores_gemma":[0.9989379,0.00002581631,0.0006060071,0.0003765613,0.000005675126,0.00004802406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001143162,0.01539426,0.7637478,0.001498646,0.00203405,0.001029707,0.008766084,0.009704147,0.05895585,0.02139945,0.04061901,0.07570788],"study_design_scores_gemma":[0.001686129,0.000301324,0.910498,0.0001962437,0.0003165024,0.00007698608,0.005929294,0.00004739321,0.03459229,0.0002452528,0.04590534,0.0002053012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927824,0.00277973,0.0001155089,0.0002230473,0.0003899726,0.000369173,0.00001037772,0.000003602305,0.003326261],"genre_scores_gemma":[0.9969891,0.001832217,0.0007469922,0.00006224514,0.00003977415,0.00001190936,0.000003082561,0.00001126995,0.000303415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1467502,"threshold_uncertainty_score":0.4741447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007675079407435948,"score_gpt":0.1883081790315005,"score_spread":0.1806330996240645,"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."}}