{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002818951,0.0007247509,0.0005421017,0.0002255038,0.0001949491,0.0006273055,0.0004014613,0.0003348527,0.0004194333],"category_scores_gemma":[0.0001858097,0.0001736759,0.0006151212,0.0004159838,0.0001190446,0.0004028061,0.0007373443,0.000488653,0.0002363658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169679,"about_ca_system_score_gemma":0.0003607542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009871103,"about_ca_topic_score_gemma":0.001727438,"domain_scores_codex":[0.9996353,0.00004493059,0.00004044025,0.00008506121,0.0001190233,0.00007524049],"domain_scores_gemma":[0.999873,0.00001487449,0.00003411005,0.00001529381,0.00003467015,0.00002798104],"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":[0.0001093538,0.00005433619,0.0004586751,0.00005615694,0.00001016697,0.00005291641,0.00001340024,0.00007614232,0.9976549,0.00001734082,0.00001410664,0.001482609],"study_design_scores_gemma":[0.000004373335,0.0002793657,0.001015027,0.000005721339,0.00002286939,0.0000896763,0.00003920429,0.0002899232,0.9977618,0.00000575888,0.000481715,0.000004579573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968854,0.0005578349,0.001669948,0.00005860072,0.00002703572,0.00002077149,0.0001247644,0.0000290036,0.0006266508],"genre_scores_gemma":[0.9889305,0.0008478092,0.007415931,0.00003622246,0.00001018646,0.00003323767,0.0005765649,0.00002185093,0.002127786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009871103,"threshold_uncertainty_score":0.001962721,"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."}}