{"id":"W6903225517","doi":"10.1021/acsestwater.4c00569.s001","title":"Phosphorus Recovery\\nin Municipal Wastewater and Socioeconomic\\nImpacts in Canada and the United States","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phosphorus; Wastewater; Sewage treatment; Non-renewable resource; Resource (disambiguation); Circular economy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000945892,0.0001040712,0.00009941926,0.00002462415,0.00006006157,0.0001007592,0.0001175176,0.00002207387,0.02990955],"category_scores_gemma":[0.00002832979,0.00007004858,0.00001589211,0.00009897065,0.00002693646,0.000122893,0.0003165427,0.0001076284,0.0002986289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003237622,"about_ca_system_score_gemma":0.00002729057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7809457,"about_ca_topic_score_gemma":0.5885133,"domain_scores_codex":[0.9993289,0.00002964386,0.0001213274,0.0002063952,0.00009100668,0.0002227172],"domain_scores_gemma":[0.9996517,0.0001353317,0.00002247619,0.0001210152,0.000001487092,0.00006802997],"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":[0.0001280288,0.00001763626,0.008370013,0.0001113798,0.00005214052,0.0001118035,0.003626582,0.003408359,0.00001012294,0.00005680465,0.9717911,0.012316],"study_design_scores_gemma":[0.0008596441,0.00003477653,0.04323156,0.0003569543,0.00001233423,0.000006303823,0.0009396312,0.04609597,0.0003605919,0.0008066192,0.9070178,0.0002777835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988139,0.001181912,3.443646e-8,0.0008946239,0.00004887397,0.0002155015,0.00839454,0.00001391163,0.001111587],"genre_scores_gemma":[0.9950284,0.0003717053,0.000004474302,0.0007919141,0.000009111993,0.00005270474,0.003203358,0.0000113348,0.0005269711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1924324,"threshold_uncertainty_score":0.9709772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034098052509224,"score_gpt":0.1962911431289051,"score_spread":0.1859501626038129,"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."}}