{"id":"W2885896567","doi":"10.1155/2018/4634898","title":"Bioaugmentation with Mixed Hydrogen-Producing Acetogen Cultures Enhances Methane Production in Molasses Wastewater Treatment","year":2018,"lang":"en","type":"article","venue":"Archaea","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Fundamental Research Funds for the Central Universities; Major Science and Technology Program for Water Pollution Control and Treatment; Harbin Institute of Technology; State Key Laboratory of Urban Water Resource and Environment; National Natural Science Foundation of China","keywords":"Bioaugmentation; Wastewater; Acetogenesis; Chemical oxygen demand; Chemistry; Pulp and paper industry; Anaerobic digestion; Sewage treatment; Environmental chemistry; Food science; Waste management; Methane; Environmental engineering; Microorganism; Biology; Bacteria; Environmental science; Organic chemistry","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":[0.0002155709,0.0007766622,0.0005376404,0.00038797,0.0001624708,0.0006566247,0.0003154345,0.0002561082,0.0003500573],"category_scores_gemma":[0.0002847497,0.0002513368,0.0004685232,0.0003804938,0.0001801568,0.0002991782,0.0005007497,0.0004489468,0.0001760557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746979,"about_ca_system_score_gemma":0.0002934447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263777,"about_ca_topic_score_gemma":0.002510538,"domain_scores_codex":[0.9997525,0.00004476318,0.000032617,0.00002920231,0.00007033297,0.00007062279],"domain_scores_gemma":[0.9998951,0.00001638019,0.00002491384,0.00001137945,0.00002051899,0.00003170465],"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":[0.0001590044,0.00009690088,0.0003400057,0.00003205564,0.00001042507,0.0000271875,0.00001312175,0.0001945242,0.9970455,0.00001482934,0.00001340514,0.002053052],"study_design_scores_gemma":[0.00001050759,0.0005675503,0.003770557,0.0000100505,0.00004678952,0.00005231983,0.00004741547,0.001283858,0.9938053,0.00001684737,0.000381265,0.000007561973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989985,0.0003110602,0.0003796492,0.00002360262,0.000009692791,0.000007754632,0.00004305642,0.00001889847,0.0002079515],"genre_scores_gemma":[0.9974794,0.0003491275,0.001503045,0.00001482688,0.00000545086,0.000009947807,0.0001035617,0.000007733054,0.0005269906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001263777,"threshold_uncertainty_score":0.002512872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500392093290903,"score_gpt":0.2481574662500767,"score_spread":0.2331535453171677,"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."}}