{"id":"W3183973210","doi":"10.1016/j.biortech.2021.125658","title":"Calcium hypochlorite enhances the digestibility of and the phosphorus recovery from waste activated sludge","year":2021,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Digestate; Chemistry; Anaerobic digestion; Phosphorus; Activated sludge; Biogas; Hypochlorite; Phosphate; Calcium; Volatile suspended solids; Pulp and paper industry; Methane; Wastewater; Waste management; Biochemistry; Inorganic chemistry; Organic chemistry","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":[0.0001578957,0.0001156612,0.0001841269,0.00004868894,0.00008147137,0.00001608043,0.000172078,0.000167077,0.00002169294],"category_scores_gemma":[0.0001966162,0.00006883242,0.00004485919,0.0003906652,0.0005738833,0.00003756721,0.00009171847,0.0002236923,0.000005946308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002265278,"about_ca_system_score_gemma":0.00001367393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009819774,"about_ca_topic_score_gemma":0.00002217381,"domain_scores_codex":[0.9993238,0.00004036706,0.000189502,0.0002124536,0.00008438331,0.0001494711],"domain_scores_gemma":[0.9993238,0.000118947,0.00005327782,0.0004326011,0.00005190555,0.0000193987],"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":[0.000190863,0.00005800843,0.001814216,0.0000162927,0.0002070873,0.000006656523,0.0004374597,0.0004285375,0.9239565,0.01641782,0.001162168,0.05530439],"study_design_scores_gemma":[0.0003748726,0.00002499299,0.002542024,0.00001794956,0.00003074149,0.00001065589,0.0009593421,0.0001912176,0.9697042,0.00199374,0.0240558,0.00009453888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910989,0.004059193,0.000370583,0.003326192,0.0002391374,0.0001282047,0.00001683686,0.0002594628,0.0005014908],"genre_scores_gemma":[0.9988784,0.0006820916,0.0001532224,0.00004964286,0.00005965375,0.00001271965,0.000009056554,0.00001100516,0.0001442005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05520986,"threshold_uncertainty_score":0.2806905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009613810210315338,"score_gpt":0.2061011694876937,"score_spread":0.1964873592773783,"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."}}