{"id":"W7117422634","doi":"10.53063/synsint.2025.54316","title":"Energy recovery wastewater treatment plants through anaerobic digestion","year":2025,"lang":"","type":"article","venue":"Synthesis and Sintering","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anaerobic digestion; Identifiability; Raw material; Biogas; Hydrolysis; Wastewater; Sewage treatment; Energy recovery; Waste treatment; Anaerobic exercise","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003266322,0.0004512745,0.0005275095,0.0004259578,0.0003442764,0.0007476648,0.0003931432,0.0003355761,0.0007208937],"category_scores_gemma":[0.000269985,0.0001959961,0.000563692,0.0008851624,0.0001215369,0.0004022081,0.0003833069,0.0003441507,0.0003168608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008306033,"about_ca_system_score_gemma":0.0007848189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00860804,"about_ca_topic_score_gemma":0.008748402,"domain_scores_codex":[0.9998048,0.00003231065,0.00001656631,0.00004917305,0.00007281861,0.00002433975],"domain_scores_gemma":[0.9999111,0.00002790185,0.00001888308,0.00001186907,0.00002507487,0.000005295959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001375276,0.001071613,0.020899,0.001497207,0.0002351874,0.0004635866,0.0001042127,0.4254117,0.3776822,0.001665728,0.001333597,0.1682607],"study_design_scores_gemma":[0.00008718829,0.0005435178,0.01244167,0.00004773253,0.00008823203,0.0001629201,0.0001193302,0.6739203,0.3039625,0.001246738,0.007328008,0.00005179173],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648452,0.0005367557,0.02904988,0.0000671144,0.00002201475,0.000103769,0.001650808,0.0003601866,0.003364294],"genre_scores_gemma":[0.9808941,0.0005266956,0.01619176,0.00001897372,0.000002175415,0.00007875407,0.001083227,0.0000162899,0.001187978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00860804,"threshold_uncertainty_score":0.01711589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278892516560545,"score_gpt":0.2157634207947804,"score_spread":0.202974495629175,"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."}}