{"id":"W2945793692","doi":"10.1016/j.watres.2019.05.077","title":"Microbial community dynamics in anaerobic digesters treating conventional and vacuum toilet flushed blackwater","year":2019,"lang":"en","type":"article","venue":"Water Research","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Blackwater; Microbial population biology; Environmental science; Wastewater; Methanogenesis; Pulp and paper industry; Anaerobic digestion; Waste management; Environmental chemistry; Greywater; Organic matter; Chemistry; Environmental engineering; Bacteria; Biology; Methane; Ecology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000195551,0.0003048219,0.0003111695,0.0004340738,0.0002029988,0.0004639094,0.0001866916,0.0003579707,0.0003817425],"category_scores_gemma":[0.0003551077,0.0001640881,0.0002774524,0.0002813508,0.0002168521,0.000350205,0.0003026481,0.0002274273,0.0001054923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002501715,"about_ca_system_score_gemma":0.000285932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003545312,"about_ca_topic_score_gemma":0.002698824,"domain_scores_codex":[0.9998031,0.00002616974,0.00001642101,0.00006484694,0.00004599762,0.00004345716],"domain_scores_gemma":[0.9998661,0.00002394827,0.00003690564,0.000005560802,0.00003230882,0.00003511781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003708933,0.00005958258,0.006856835,0.00003892469,0.00001311553,0.00003986525,0.0001456456,0.0001945863,0.989628,0.00001835927,0.00001185939,0.002622468],"study_design_scores_gemma":[0.00009010835,0.003134441,0.3019225,0.00004214972,0.000105429,0.000322347,0.001019601,0.007490256,0.6842908,0.0001204793,0.001407315,0.00005449526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996897,0.00005110693,0.000116445,0.000004130912,0.000001331372,0.000005370033,0.00006995296,0.0000023092,0.00005971673],"genre_scores_gemma":[0.9973457,0.0001887474,0.001034003,0.00001682706,0.000003923698,0.00003838741,0.0005155409,0.000005590194,0.0008513051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003545312,"threshold_uncertainty_score":0.007049382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725805117545449,"score_gpt":0.2800974749388294,"score_spread":0.2528394237633749,"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."}}