{"id":"W4389778336","doi":"10.1016/j.biortech.2023.130217","title":"Continuous production of high-concentrated ammonia broth through fermentation","year":2023,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Digestate; Fermentation; Ammonia; Chemistry; Food science; Pulp and paper industry; Extraction (chemistry); Chromatography; Anaerobic digestion; Biochemistry; Methane; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000268046,0.0005007149,0.0005319968,0.0002328144,0.0002078359,0.0007041825,0.0003409567,0.0003238629,0.000438815],"category_scores_gemma":[0.0001917854,0.0001291158,0.0004237072,0.0003673974,0.0001865811,0.0003608063,0.0005525603,0.0005369551,0.0002448427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308709,"about_ca_system_score_gemma":0.0002950004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339069,"about_ca_topic_score_gemma":0.001955163,"domain_scores_codex":[0.9998318,0.00002743086,0.00001423089,0.00002519959,0.00005511572,0.00004628192],"domain_scores_gemma":[0.9998912,0.00002482856,0.00001571732,0.0000138077,0.00002352955,0.00003099681],"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":[0.00007927763,0.00004806918,0.0000969896,0.00002707739,0.000005089506,0.00003971849,0.00001203456,0.0001200478,0.9975121,0.00002991471,0.0000173164,0.002012371],"study_design_scores_gemma":[0.00001156397,0.0001266695,0.0008175287,0.000005013269,0.0000105508,0.00004267261,0.00001283221,0.001039161,0.9974287,0.00002163275,0.000478495,0.000005119963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879238,0.0007252,0.009346973,0.00006862236,0.0000580391,0.00003516757,0.0001814906,0.0001111116,0.00154944],"genre_scores_gemma":[0.9921736,0.0004306799,0.005583978,0.0000143647,0.00001320549,0.00001724774,0.0002623444,0.00002206865,0.001482594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001339069,"threshold_uncertainty_score":0.002662539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009820700783862503,"score_gpt":0.2218223726216901,"score_spread":0.2120016718378276,"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."}}