{"id":"W4385731070","doi":"10.54536/ari.v1i1.1526","title":"Fecal Sludge Recycling to Useful Products: Environmental Concerns, Viability and Potential","year":2023,"lang":"en","type":"article","venue":"Applied Research and Innovation","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Anaerobic digestion; Biogas; Bioenergy; Reuse; Waste management; Sewage sludge; Biofertilizer; Environmental science; Biodegradable waste; Business; Work (physics); Biosolids; Waste treatment; Biogas production; Pulp and paper industry; Biotechnology; Sewage treatment; Biofuel; Engineering; Agronomy; Biology; Methane; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001402863,0.000508042,0.0004124164,0.001087612,0.000932047,0.003881439,0.0005168595,0.001289549,0.002026082],"category_scores_gemma":[0.00123034,0.0001396489,0.0005309957,0.001115116,0.0009777457,0.0015969,0.0009985024,0.0007265284,0.0004794224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190204,"about_ca_system_score_gemma":0.001590514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427611,"about_ca_topic_score_gemma":0.004940547,"domain_scores_codex":[0.9986185,0.0002959404,0.00006399347,0.0001432582,0.0006651709,0.000213102],"domain_scores_gemma":[0.9991352,0.0002343311,0.0001958124,0.00005124893,0.0003243508,0.00005915209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000771411,0.0006921237,0.04348068,0.006749411,0.0001942317,0.006357056,0.002330499,0.004615124,0.3580008,0.02965064,0.004716407,0.5424417],"study_design_scores_gemma":[0.00002772086,0.002233223,0.03865236,0.00261482,0.0004244108,0.006351454,0.01848383,0.00601441,0.6993693,0.01950077,0.2061558,0.0001719857],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023658,0.03940678,0.01066124,0.006603517,0.0002711144,0.00008857296,0.0002021131,0.00005294181,0.04034801],"genre_scores_gemma":[0.9727189,0.01475844,0.004185802,0.0003370307,0.0000656736,0.00002310793,0.0001121053,0.0000190542,0.007779876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003881439,"threshold_uncertainty_score":0.008635521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05233130914661045,"score_gpt":0.2989741016211649,"score_spread":0.2466427924745545,"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."}}