{"id":"W4214512079","doi":"10.2139/ssrn.4039974","title":"Metagenomic Insights into Direct Interspecies Electron Transfer and Quorum Sensing in Blackwater Anaerobic Digestion Reactors Supplemented with Granular Activated Carbon","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Blackwater; Quorum sensing; Metagenomics; Anaerobic digestion; Biofilm; Anaerobic exercise; Chemistry; Environmental science; Biochemical engineering; Biology; Ecology; Methane; Bacteria; Environmental engineering; Engineering; Biochemistry; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000253351,0.0004962353,0.0003773812,0.00041408,0.0002258961,0.000606878,0.0001477879,0.0003729899,0.0005169533],"category_scores_gemma":[0.0002011944,0.000161637,0.0003092233,0.0003476388,0.0001671367,0.0003992603,0.0003436877,0.0004614227,0.0001676078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003642312,"about_ca_system_score_gemma":0.0003775699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001596876,"about_ca_topic_score_gemma":0.002562675,"domain_scores_codex":[0.9998273,0.00001627469,0.00001018126,0.0000541295,0.00005671073,0.00003541804],"domain_scores_gemma":[0.9999204,0.00001916685,0.00001865589,0.000006402159,0.00001811719,0.00001727003],"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":[0.0002043093,0.00002633713,0.001292047,0.00002876563,0.000008884005,0.00002050952,0.00003140595,0.0001177505,0.9961527,0.00005887521,0.00001114932,0.002047229],"study_design_scores_gemma":[0.00002496256,0.0004901765,0.07095822,0.00003153494,0.00009231671,0.0001023464,0.0006193591,0.004198303,0.9213642,0.0004060092,0.001686326,0.0000261079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976168,0.000348419,0.0008326083,0.00005540322,0.00001255249,0.00001216477,0.0006494042,0.00001514468,0.0004575589],"genre_scores_gemma":[0.9955901,0.0003934125,0.001759812,0.00004238817,0.000006629019,0.00002003603,0.0008710193,0.00001157741,0.001305093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001596876,"threshold_uncertainty_score":0.003175139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003169915822019692,"score_gpt":0.1751087847564374,"score_spread":0.1719388689344177,"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."}}