{"id":"W2605435123","doi":"10.1186/s13568-016-0256-2","title":"Hydrogen production and microbial kinetics of Clostridium termitidis in mono-culture and co-culture with Clostridium beijerinckii on cellulose","year":2017,"lang":"en","type":"article","venue":"AMB Express","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Clostridium beijerinckii; Fermentative hydrogen production; Hydrogen production; Fermentation; Cellulose; Chemistry; Hexose; Mesophile; Hydrogen; Clostridium; Biohydrogen; Biochemistry; Food science; Xylose; Bacteria; Organic chemistry; Ethanol; Biology; Butanol; Enzyme","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":[0.0004255435,0.0008245698,0.0008417616,0.0003855715,0.00036049,0.0007436037,0.0004419161,0.0004973806,0.000727332],"category_scores_gemma":[0.0005681444,0.0002456113,0.0006506528,0.0006604638,0.0001564787,0.0004088372,0.0006026429,0.000611553,0.0002780323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003932647,"about_ca_system_score_gemma":0.0004119844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004625615,"about_ca_topic_score_gemma":0.00430326,"domain_scores_codex":[0.9995645,0.00005051304,0.00006365863,0.0001118773,0.0001147357,0.00009470979],"domain_scores_gemma":[0.9996586,0.0000908264,0.00006072169,0.00002628092,0.00009903515,0.00006452039],"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":[0.0007773128,0.0003395838,0.003418378,0.0002584935,0.00004245245,0.000276463,0.00009949973,0.001740997,0.9874569,0.00006037773,0.0001437624,0.005385868],"study_design_scores_gemma":[0.00003271689,0.002413995,0.02753965,0.00005305069,0.000153919,0.0002328319,0.0003425955,0.01111562,0.9566144,0.00006073307,0.001374511,0.00006592814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977953,0.0004244139,0.0005050163,0.00004985111,0.00002692289,0.00002319707,0.0004128365,0.00001718078,0.0007452309],"genre_scores_gemma":[0.9934732,0.0008081737,0.002704045,0.00003390808,0.0000184928,0.0000681501,0.0009218589,0.00001391988,0.001958319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004625615,"threshold_uncertainty_score":0.009197414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007006498189052324,"score_gpt":0.2110516248969394,"score_spread":0.2040451267078871,"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."}}