{"id":"W2539387119","doi":"10.1002/cjce.22725","title":"Continuous bioproduction of 1,3‐propanediol from biodiesel raw glycerol: Operation with free and immobilized cells of <i>Clostridium butyricum</i> DSM 10702","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Valladolid; Ministerio de Economía y Competitividad","keywords":"Bioreactor; Dilution; Clostridium butyricum; Glycerol; Calcium alginate; Bioproduction; Chromatography; Chemistry; Biodiesel; Biochemistry; Calcium; Fermentation; Catalysis; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001900678,0.0001175364,0.0002147308,0.00006032754,0.0000205183,0.00001132783,0.0001566643,0.00009026878,0.000006822692],"category_scores_gemma":[0.0001695084,0.00006894756,0.00004896948,0.00007748929,0.0001149543,0.000009877413,0.00001743399,0.00009127017,2.62945e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002192849,"about_ca_system_score_gemma":0.0001075249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006646879,"about_ca_topic_score_gemma":0.00005067037,"domain_scores_codex":[0.999342,0.00001373843,0.0002814776,0.0001305049,0.00008941093,0.0001429156],"domain_scores_gemma":[0.9993359,0.0000105619,0.000145503,0.0002204028,0.0001725264,0.0001151187],"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":[0.0000877347,0.000007292272,0.00005248434,0.00002111248,0.0000635922,0.000001080622,0.00003575014,0.0005848284,0.9985018,0.00001044862,0.0001593535,0.0004745332],"study_design_scores_gemma":[0.0006691355,0.0001470228,0.00005348548,0.00007910265,0.00004424035,0.00006947332,0.000009400676,0.00003108144,0.9977031,0.000007768386,0.001091881,0.00009427108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969483,0.001163405,0.001103173,0.0003960361,0.0002516707,0.00008743795,0.00004176877,0.000003364362,0.00000483898],"genre_scores_gemma":[0.9984942,0.0000675882,0.000950828,0.000008568297,0.0004348411,0.000001526731,0.000005752264,0.00001442373,0.00002227436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001545893,"threshold_uncertainty_score":0.28116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00292999013183837,"score_gpt":0.1502143055051617,"score_spread":0.1472843153733233,"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."}}