{"id":"W7162003180","doi":"10.82308/10743","title":"Sustainable manure management via anaerobic digestion integrated with struvite precipitation","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Struvite; Digestate; Anaerobic digestion; Manure; Biogas; Agriculture; Greenhouse gas; Sewage sludge; Leaching (pedology)","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":[0.0002229784,0.0003622135,0.0003912094,0.0004095821,0.0002719059,0.001028105,0.0003497847,0.0003893946,0.001125332],"category_scores_gemma":[0.0001636923,0.0002205433,0.0005332736,0.0004597367,0.0001700646,0.000506897,0.0004646223,0.0005938978,0.0008049242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003043068,"about_ca_system_score_gemma":0.0004742866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006758152,"about_ca_topic_score_gemma":0.00225846,"domain_scores_codex":[0.9997533,0.00002391154,0.00001691843,0.00005075739,0.00009255442,0.00006247709],"domain_scores_gemma":[0.9999471,0.00000807065,0.00001827686,0.00000520748,0.00001244819,0.000009040994],"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":[0.000319223,0.0003750256,0.002418376,0.001248876,0.00004225609,0.000415138,0.0001581007,0.005181449,0.9052705,0.001739244,0.0009541456,0.0818776],"study_design_scores_gemma":[0.00005352446,0.00134962,0.005675899,0.0001723104,0.00008011972,0.0003822626,0.0002710369,0.01731112,0.9342234,0.001026021,0.03941045,0.00004427121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337384,0.00969524,0.03646341,0.0004885016,0.0002068288,0.0002344811,0.000738502,0.0004228077,0.01801174],"genre_scores_gemma":[0.9570883,0.008548606,0.02758685,0.0001196567,0.0000336999,0.0001298029,0.0003660848,0.00005642616,0.006070632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001125332,"threshold_uncertainty_score":0.003764629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003725190828104452,"score_gpt":0.2048086933582843,"score_spread":0.2010835025301798,"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."}}