{"id":"W2053010008","doi":"10.1016/j.biortech.2013.10.042","title":"Mitigation of the inhibitory effect of soap by magnesium salt treatment of crude glycerol – A novel approach for enhanced biohydrogen production from the biodiesel industry waste","year":2013,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre de Recherche Industrielle du Québec; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Biohydrogen; Chemistry; Pulp and paper industry; Glycerol; Biodiesel; Biodiesel production; Food science; Salting out; Waste management; Organic chemistry; Hydrogen production; Aqueous solution; Hydrogen; Catalysis","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":[0.00007854006,0.000398842,0.0002046799,0.0001221008,0.0001616225,0.0003036067,0.0002457181,0.000299057,0.0004795676],"category_scores_gemma":[0.00008050939,0.0001258986,0.0003047271,0.0000927869,0.0001725143,0.0002307576,0.0002327556,0.0003112419,0.0001570247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282126,"about_ca_system_score_gemma":0.0003979465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020725,"about_ca_topic_score_gemma":0.003992639,"domain_scores_codex":[0.9999188,0.000006728361,0.000006427844,0.00001314388,0.00003157999,0.00002326791],"domain_scores_gemma":[0.9999636,0.000003535528,0.00001061171,0.000003797176,0.000009247448,0.000009088353],"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":[0.00003387216,0.00000493306,0.00003298439,0.00001130693,0.00000193905,0.0000118993,0.000002912196,0.00003223374,0.9992031,0.0000242958,0.000005640962,0.0006348789],"study_design_scores_gemma":[0.000001608728,0.00002848049,0.0002553334,8.690329e-7,0.000004156336,0.00001907247,0.000005019703,0.0002449751,0.9991708,0.000009887319,0.000258109,0.000001649105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940592,0.0009753781,0.003782913,0.0001290672,0.00003842558,0.00001306669,0.00006249037,0.00003699601,0.0009024584],"genre_scores_gemma":[0.9969704,0.0004858667,0.001604864,0.00002332649,0.000005758101,0.000003898504,0.00005503766,0.000008337925,0.0008425542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002020725,"threshold_uncertainty_score":0.004017889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003848087573092541,"score_gpt":0.1924065556992284,"score_spread":0.1885584681261359,"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."}}