{"id":"W1967770076","doi":"10.6000/1929-6002.2014.03.02.1","title":"Bioaugmented Hydrogen Production from Lignocellulosic Substrates Using Co-Cultures of Shigella flexneri str. G3 and Clostridium acetobutylicum X9","year":2014,"lang":"en","type":"article","venue":"Journal of Technology Innovations in Renewable Energy","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science Fund for Creative Research Groups; China Postdoctoral Science Foundation; State Key Laboratory of Urban Water Resource and Environment; National Natural Science Foundation of China","keywords":"Shigella flexneri; Clostridium acetobutylicum; Shigella; Microbiology; Clostridium; Chemistry; Biology; Bacteria; Biochemistry; Escherichia coli; Ethanol; Butanol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002914392,0.00123449,0.0008169821,0.0002333749,0.0002253701,0.0004464618,0.0003563729,0.0003634275,0.0004568014],"category_scores_gemma":[0.0001651777,0.000189158,0.00072577,0.000530749,0.0001445253,0.0003431989,0.0007016904,0.0004584777,0.0002393277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010249,"about_ca_system_score_gemma":0.0003537858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454875,"about_ca_topic_score_gemma":0.00194077,"domain_scores_codex":[0.9997099,0.00004415073,0.00003946444,0.00005699576,0.00007616191,0.0000732773],"domain_scores_gemma":[0.9998788,0.00001634354,0.0000283354,0.00001584707,0.00002894816,0.00003164916],"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":[0.0001662916,0.00007174183,0.0005234233,0.00005510271,0.00002185029,0.00006540271,0.00001861108,0.0001089085,0.9974456,0.00001300866,0.00001149547,0.001498536],"study_design_scores_gemma":[0.00001299488,0.0007263665,0.00320024,0.000007925788,0.00005882416,0.0001402988,0.00006085423,0.0006830145,0.9947138,0.000008152689,0.0003791832,0.00000828162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980649,0.0004689165,0.0009782859,0.00002226603,0.00002111947,0.00001917657,0.00007967707,0.00002094219,0.0003245984],"genre_scores_gemma":[0.9939505,0.0005996649,0.004040774,0.0000203395,0.00001140724,0.00003401768,0.0003925175,0.00001492693,0.0009359382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001454875,"threshold_uncertainty_score":0.002892852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146019243140272,"score_gpt":0.2314303950301779,"score_spread":0.2199702025987752,"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."}}