{"id":"W6926303235","doi":"10.23719/1530881","title":"Datasets for manuscript: Phosphorus recovery in municipal wastewater and socioeconomic impacts in Canada and the United States","year":2024,"lang":"en","type":"dataset","venue":"Environmental Protection Agency (EPA) Repository","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Phosphorus; Per capita; Wastewater; Sewage treatment; Water quality; Resource recovery; Water supply","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":[0.001107677,0.001198745,0.001182052,0.004892667,0.001710814,0.002827516,0.002781007,0.001342147,0.04658011],"category_scores_gemma":[0.01298891,0.0005227203,0.001233128,0.01478418,0.0004052901,0.001040839,0.001536824,0.00150895,0.01308049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01635784,"about_ca_system_score_gemma":0.0320186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9393687,"about_ca_topic_score_gemma":0.9589766,"domain_scores_codex":[0.9987053,0.00009671098,0.0001566686,0.0002003824,0.0005695089,0.0002713535],"domain_scores_gemma":[0.9880459,0.001271221,0.0007845431,0.0007614004,0.008402978,0.0007340477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000606149,0.0000352024,0.007896518,0.0004591261,0.00007481016,0.00002768528,0.0000513111,0.001186272,0.0000315256,0.0009809983,0.9840329,0.005163074],"study_design_scores_gemma":[0.0003035587,0.00001996661,0.06113817,0.001166699,0.000104977,0.00005464966,0.00059562,0.002919105,0.0002983438,0.001706407,0.9315782,0.0001143273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002229972,0.00003329356,0.00003164894,0.00006902218,0.000008359489,0.00001792358,0.9990922,0.00005961489,0.0004649498],"genre_scores_gemma":[0.002481662,0.0001607736,0.0005545387,0.00007263089,0.000008911521,0.0001884039,0.9954526,0.0000404098,0.001040173],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06063128,"threshold_uncertainty_score":0.155826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008159062733175269,"score_gpt":0.2020862714666807,"score_spread":0.1939272087335054,"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."}}