{"id":"W2794675332","doi":"10.2166/wst.2018.140","title":"Techno-economic evaluation of simultaneous production of extra-cellular polymeric substance (EPS) and lipids by Cloacibacterium normanense NK6 using crude glycerol and sludge as substrate","year":2018,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Biodiesel; Biodiesel production; Glycerol; Biomass (ecology); Pulp and paper industry; Extracellular polymeric substance; Waste management; Chemistry; Sewage sludge; Sewage treatment; Biochemistry; Catalysis; Biology; Engineering; Biofilm","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":[0.0006327502,0.0005056859,0.0004487376,0.000486914,0.0002678452,0.0007018215,0.0003554108,0.00049441,0.0004766885],"category_scores_gemma":[0.0005506799,0.0001699599,0.0005488176,0.00053683,0.0002013825,0.0005965277,0.0004617531,0.0003717124,0.0001951856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006372271,"about_ca_system_score_gemma":0.0005002946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002387568,"about_ca_topic_score_gemma":0.003082546,"domain_scores_codex":[0.9992952,0.000153404,0.00009539642,0.0000692482,0.0003110399,0.00007566836],"domain_scores_gemma":[0.9997053,0.00007969044,0.00005578223,0.0000243142,0.000100377,0.00003456674],"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":[0.0005280582,0.0002874374,0.001867413,0.0001598808,0.00002328532,0.0001318586,0.0000167171,0.001816638,0.9906014,0.00006299203,0.00001786419,0.004486432],"study_design_scores_gemma":[0.00001894192,0.001969208,0.00477271,0.00000776599,0.00004139865,0.0001000339,0.00005699458,0.003523221,0.9890022,0.00002574097,0.0004698973,0.00001176901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977315,0.0003484034,0.001093995,0.00003103806,0.000008930476,0.00003457854,0.0001574044,0.000009103791,0.0005852194],"genre_scores_gemma":[0.9940212,0.0007283959,0.00396416,0.00001141985,0.000003887313,0.00004750445,0.0003704039,0.00000826578,0.0008446274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002387568,"threshold_uncertainty_score":0.004747391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165744613435554,"score_gpt":0.2260498920739784,"score_spread":0.2143924459396228,"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."}}