{"id":"W3123062340","doi":"10.1007/s12010-021-03503-1","title":"Hydrogen Production by Immobilized Cells of Clostridium intestinale Strain URNW Using Alginate Beads","year":2021,"lang":"en","type":"article","venue":"Applied Biochemistry and Biotechnology","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Cellobiose; Fermentation; Chemistry; Hydrogen production; Food science; Calcium alginate; Chromatography; Biochemistry; Substrate (aquarium); Clostridium; Bacteria; Hydrolysis; Catalysis; Cellulase; Biology; Organic chemistry; Calcium","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008881935,0.0001553815,0.0001827818,0.00004484594,0.00004477976,0.000009506703,0.00008151818,0.0003365485,0.00002463805],"category_scores_gemma":[0.00002387893,0.0001623981,0.00003134467,0.0002979679,0.0002250497,0.00002576086,0.00005085385,0.0002038576,0.000002555028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004772927,"about_ca_system_score_gemma":0.00002733472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000437991,"about_ca_topic_score_gemma":3.801514e-7,"domain_scores_codex":[0.9991999,0.00000649962,0.0002155701,0.0003259937,0.00006773515,0.0001842766],"domain_scores_gemma":[0.9996206,0.000007158824,0.00006004204,0.0002314771,0.00004213072,0.0000385465],"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":[0.00001009248,0.00004558583,0.000005633329,0.00006331178,0.00002803965,0.000002282828,0.000008809392,0.00007430982,0.9939408,0.0006560777,0.0003757676,0.004789246],"study_design_scores_gemma":[0.0001881634,0.00001990858,0.000001748985,0.00002229763,0.00002655064,0.00009267215,0.0002117855,0.0001379108,0.9955156,0.0001340205,0.003489438,0.0001599402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972219,0.0008114849,0.0006599653,0.0004628322,0.0001200201,0.0001056122,0.00003498963,0.0002377963,0.0003453955],"genre_scores_gemma":[0.9976651,0.0002755012,0.001749051,0.0000121978,0.00005311082,0.000006620055,0.00008497988,0.00001450957,0.0001389453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004629306,"threshold_uncertainty_score":0.6622403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005517944912501005,"score_gpt":0.1883109407136743,"score_spread":0.1827929958011733,"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."}}