{"id":"W2344442918","doi":"10.1080/17597269.2015.1122471","title":"Hydrogen production from biodiesel industry waste by using a co-culture of <i>Enterobacter aerogenes</i> and <i>Clostridium butyricum</i>","year":2016,"lang":"en","type":"article","venue":"Biofuels","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Recherche Industrielle du Québec; Institut National de la Recherche Scientifique","funders":"","keywords":"Clostridium butyricum; Enterobacter aerogenes; Food science; Hydrogen production; Bioconversion; Biodiesel; Biohydrogen; Acetic acid; Chemistry; Glycerol; Butyric acid; Hydrogen; Nuclear chemistry; Pulp and paper industry; Fermentation; Biochemistry; Organic chemistry; Catalysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007635626,0.0001819013,0.0001762816,0.00005465139,0.00004936339,0.00001725326,0.00007758728,0.0002617317,0.00004177462],"category_scores_gemma":[0.00001785165,0.0001288356,0.0000440283,0.0001328799,0.00009984197,0.0002405914,0.00002571833,0.0001161764,0.00001491578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005364672,"about_ca_system_score_gemma":0.00001105724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000286609,"about_ca_topic_score_gemma":0.000001836672,"domain_scores_codex":[0.9991368,0.00002463703,0.0002371776,0.0002781802,0.0001318963,0.0001912886],"domain_scores_gemma":[0.9995826,0.00000726711,0.00007443427,0.0001969396,0.00005630753,0.00008246314],"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":[0.00001406071,0.00002769356,0.003748087,0.00001584738,0.00005185275,6.454332e-7,0.00008376797,0.00001353432,0.9865114,0.000008063377,0.006761211,0.002763807],"study_design_scores_gemma":[0.0003091194,0.00002976659,0.00009873632,0.0000779665,0.00003159229,0.00001227636,0.00008050869,0.000009619311,0.9702731,0.00003812251,0.02886767,0.000171551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973139,0.001095194,0.0001548978,0.0003118169,0.0004491902,0.0001619231,0.0002769633,0.0001305126,0.0001056331],"genre_scores_gemma":[0.9984352,0.0005345955,0.0002069242,0.00004569971,0.000336322,0.000005944166,0.00004653188,0.0000228579,0.0003659145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02210646,"threshold_uncertainty_score":0.5253761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100178591956208,"score_gpt":0.210220591619931,"score_spread":0.199218805700369,"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."}}