{"id":"W1834915860","doi":"10.18331/brj2015.2.2.7","title":"Direct fermentation of sweet sorghum juice by Clostridium acetobutylicum and Clostridium tetanomorphum to produce bio-butanol and organic acids","year":2015,"lang":"en","type":"article","venue":"Biofuel Research Journal","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium acetobutylicum; Fermentation; Butanol; Butyric acid; Food science; Chemistry; Sweet sorghum; Clostridium; Lactic acid; Raw material; Organic acid; Ethanol; Biochemistry; Sorghum; Bacteria; Biology; Organic chemistry; Agronomy","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":[0.0001434553,0.0005814061,0.0004040739,0.0002356172,0.0001870661,0.0002880188,0.0001785529,0.0002210494,0.0005737777],"category_scores_gemma":[0.0001306671,0.0001467405,0.0003861035,0.0003749702,0.0000713089,0.0002141224,0.0004560389,0.0003274163,0.0001702335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820488,"about_ca_system_score_gemma":0.0002993494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267218,"about_ca_topic_score_gemma":0.003798416,"domain_scores_codex":[0.999861,0.00002113239,0.00001488421,0.00002313192,0.00004681625,0.00003293897],"domain_scores_gemma":[0.9999323,0.000006639531,0.00001333324,0.000006187071,0.00001887811,0.00002271977],"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":[0.00005798627,0.00002406532,0.0001945833,0.00003851712,0.000004730975,0.00004078377,0.000007495959,0.00005037627,0.9987106,0.000009010408,0.000007733663,0.0008541355],"study_design_scores_gemma":[0.0000166974,0.0004625416,0.004191782,0.00001228004,0.00003291682,0.0001700153,0.00005766827,0.000728201,0.9933501,0.00001478509,0.0009567357,0.000006257619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982314,0.000456925,0.0007159155,0.00002599199,0.00002090234,0.00001972333,0.0001021379,0.000006792284,0.0004203095],"genre_scores_gemma":[0.9928718,0.0005823745,0.004736152,0.00001996087,0.000006563178,0.000022145,0.0003190896,0.000006082,0.001435782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001267218,"threshold_uncertainty_score":0.002519667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04544680280654323,"score_gpt":0.3001168611198436,"score_spread":0.2546700583133004,"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."}}