{"id":"W4403464285","doi":"10.1002/wer.11141","title":"Impact of organic matter constituents on phosphorus recovery from CPR sludges","year":2024,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Organic matter; Humic acid; Wastewater; Phosphorus; Ascorbic acid; Solubility; Phosphate; Chromatography; Environmental chemistry; Nuclear chemistry; Organic chemistry; Food science; Environmental engineering; Fertilizer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002732164,0.0004670281,0.0003511723,0.0003425554,0.000217634,0.0005717319,0.0001431957,0.0003267119,0.0008399344],"category_scores_gemma":[0.0004921856,0.0001307879,0.0003144323,0.0002972375,0.0002016255,0.0002178529,0.0003436119,0.0003546596,0.0003277874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002255555,"about_ca_system_score_gemma":0.0003641687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423645,"about_ca_topic_score_gemma":0.002642169,"domain_scores_codex":[0.9995602,0.00008149228,0.00005218242,0.00006159996,0.0001804227,0.00006407459],"domain_scores_gemma":[0.9997265,0.00006436946,0.00008033424,0.00001380191,0.0000745146,0.00004048175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001543716,0.00003610906,0.0005954074,0.0001018598,0.00001249234,0.00005805355,0.00001897861,0.00009354526,0.9966203,0.000008219348,0.00001392443,0.002286724],"study_design_scores_gemma":[0.000005286501,0.0005087805,0.008378286,0.00001452635,0.00002739718,0.00008134116,0.00005637041,0.0002897327,0.9899763,0.00001216119,0.0006435045,0.000006349054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984235,0.0003293988,0.00037673,0.00002858676,0.000007428313,0.00001843768,0.0001329028,0.00001540476,0.0006677655],"genre_scores_gemma":[0.9968444,0.0004010973,0.001225322,0.00003717426,0.000004461397,0.00001403731,0.0002634201,0.00001251617,0.001197442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001423645,"threshold_uncertainty_score":0.002830744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329776724607039,"score_gpt":0.2878759077218388,"score_spread":0.2645781404757684,"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."}}