{"id":"W1597053749","doi":"10.3390/w7052275","title":"Effect of COD:SO4 2− Ratio, HRT and Linoleic Acid Concentration on Mesophilic Sulfate Reduction: Reactor Performance and Microbial Population Dynamics","year":2015,"lang":"en","type":"article","venue":"Water","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; University of Windsor","keywords":"Mesophile; Chemistry; Population; Chemical oxygen demand; Food science; Sulfate; Hydraulic retention time; Desulfovibrio; Bacteria; Biology; Environmental engineering; Wastewater; Environmental science","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":[0.0004517077,0.0006412446,0.000779723,0.0003070327,0.0001655748,0.0007724807,0.0003993821,0.0006627208,0.000903115],"category_scores_gemma":[0.0006267363,0.0003074674,0.0004075955,0.0003127598,0.0002937767,0.0003335257,0.0003197899,0.0005178598,0.0003204831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170551,"about_ca_system_score_gemma":0.0003704747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496824,"about_ca_topic_score_gemma":0.001434313,"domain_scores_codex":[0.9995646,0.0001086216,0.00005729056,0.0001097173,0.0000832116,0.00007658417],"domain_scores_gemma":[0.9994904,0.000156269,0.0001144669,0.00004033059,0.00006742571,0.0001310606],"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":[0.001291991,0.0001042795,0.0009031848,0.0000743418,0.00001792623,0.00002456152,0.00003015359,0.0001708726,0.9961097,0.000008659654,0.00001397001,0.001250373],"study_design_scores_gemma":[0.00003982614,0.002304449,0.009790623,0.000008578742,0.00006209213,0.00004914319,0.00006417125,0.0008611345,0.9862521,0.00001593244,0.0005318764,0.00002003738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988971,0.0003590527,0.0002919515,0.0000303285,0.00001307718,0.00001727268,0.0001424396,0.00002093806,0.0002277696],"genre_scores_gemma":[0.9964091,0.000495159,0.001840852,0.0000426431,0.00001440875,0.00004961549,0.000245841,0.00001820385,0.0008841002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001496824,"threshold_uncertainty_score":0.00302124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00693108945288076,"score_gpt":0.197868879792482,"score_spread":0.1909377903396013,"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."}}