{"id":"W1681229136","doi":"10.1002/bit.25277","title":"Bacterial community structure and activity of sulfate reducing bacteria in a membrane aerated biofilm analyzed by microsensor and molecular techniques","year":2014,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biofilm; Bacteria; Anoxic waters; Temperature gradient gel electrophoresis; Chemistry; Aeration; Microbiology; Gel electrophoresis; Sulfate-reducing bacteria; Sulfate; Microaerophile; Chromatography; Membrane; Environmental chemistry; Biochemistry; Biology; 16S ribosomal RNA; Gene; 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":[0.0001282407,0.0001514963,0.0002187126,0.00008787644,0.00005939464,0.00001605629,0.00007293748,0.0002569055,0.00001215992],"category_scores_gemma":[0.00001173865,0.0001315594,0.00001293089,0.0001464689,0.0002567809,0.00007242419,0.0001560421,0.0001955095,2.19731e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001889724,"about_ca_system_score_gemma":0.000001402104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005995157,"about_ca_topic_score_gemma":0.00003326259,"domain_scores_codex":[0.999417,0.00006130772,0.0001234575,0.0001918181,0.00003696824,0.0001694708],"domain_scores_gemma":[0.9997696,0.00001780216,0.00004469697,0.0001289921,0.000002637491,0.00003626457],"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":[0.00004685452,0.0000210342,0.001307379,0.00002450786,0.00001797723,0.000003901578,0.00004765168,0.00000291348,0.9945694,0.000005330058,0.000001508358,0.003951523],"study_design_scores_gemma":[0.000395788,0.0001093913,0.008371108,0.00002166108,0.00001603215,0.00004818713,0.00001551246,0.0006012648,0.9902284,0.00001938305,0.00004665564,0.0001266785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995011,0.00006789048,0.00007680817,0.000126982,0.00001623884,0.0001203391,0.00002472794,0.00006190257,0.000003984031],"genre_scores_gemma":[0.9935779,0.00006385446,0.006323138,0.000005326426,0.000003959323,0.000002346468,0.00001152139,0.000008977294,0.000002966748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00706373,"threshold_uncertainty_score":0.5364836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004364504314022482,"score_gpt":0.1877604818378354,"score_spread":0.1833959775238129,"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."}}