{"id":"W4409870782","doi":"10.1016/j.wasman.2025.114837","title":"Strategies for phosphorus recovery in livestock operations: Assessing decentralized and distributed recovery systems","year":2025,"lang":"en","type":"article","venue":"Waste Management","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Livestock; Phosphorus; Environmental science; Waste management; Business; Engineering; Chemistry; Geography; Forestry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004032469,0.0002005372,0.0002306532,0.0001122473,0.0001979309,0.0005379025,0.0002121195,0.00005175526,0.00003846495],"category_scores_gemma":[0.00001504237,0.0001963343,0.00005327964,0.0004262436,0.00006021554,0.0005873367,0.0003829831,0.00006893331,0.00001461808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003915902,"about_ca_system_score_gemma":0.00001415745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004584723,"about_ca_topic_score_gemma":0.0001394851,"domain_scores_codex":[0.9984884,0.00005511587,0.0003859911,0.0004908392,0.0001921112,0.0003875757],"domain_scores_gemma":[0.999532,0.00005243294,0.00006293987,0.0002884211,0.000008649601,0.00005551809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006244599,0.0008582675,0.01816012,0.0009413034,0.0004171815,0.0000637948,0.0003631822,0.7092237,0.0003678123,0.1098266,0.06236699,0.09678655],"study_design_scores_gemma":[0.01064322,0.0006534228,0.1072073,0.001899392,0.0005145048,0.000004276847,0.04105587,0.2328857,0.000636436,0.02893981,0.5736371,0.001922936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7440293,0.003194682,0.2079392,0.0008751671,0.001297149,0.004880812,0.00006523088,0.0001229262,0.03759558],"genre_scores_gemma":[0.9879414,0.002590703,0.004400398,0.0003408546,0.00001715851,0.0007458056,0.00008914249,0.00001995541,0.003854548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.51127,"threshold_uncertainty_score":0.8006281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009990269492288545,"score_gpt":0.2445582352165977,"score_spread":0.2345679657243092,"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."}}