{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002247541,0.0004114547,0.0002738637,0.0001810552,0.0001252203,0.0005697439,0.0003029006,0.0003151634,0.0003423413],"category_scores_gemma":[0.0001638762,0.0001718142,0.0003290677,0.0002993134,0.000140549,0.0002507819,0.0003911539,0.0003934503,0.0001899987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602691,"about_ca_system_score_gemma":0.0002305432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002031338,"about_ca_topic_score_gemma":0.001912334,"domain_scores_codex":[0.9997965,0.00002357242,0.00002214728,0.00003591123,0.00005632855,0.00006553385],"domain_scores_gemma":[0.9999487,0.000009498654,0.00001049784,0.000006920812,0.00000967456,0.00001466436],"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":[0.00009935083,0.00002389975,0.0001568778,0.0000280507,0.000005025709,0.0000185803,0.00001078744,0.00009656174,0.9983848,0.00003148038,0.00001374256,0.001130869],"study_design_scores_gemma":[0.00001118731,0.000118223,0.001225485,0.000003710365,0.00001188994,0.00002199166,0.0000206255,0.0008356295,0.9972695,0.000009790875,0.0004661944,0.000005794515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976686,0.0003728146,0.001322941,0.00005060471,0.00002647963,0.000006110591,0.00007256011,0.00002033116,0.0004594238],"genre_scores_gemma":[0.995787,0.0002278774,0.002021968,0.00001551872,0.000006736317,0.000006727297,0.0002184859,0.00001071736,0.001705019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002031338,"threshold_uncertainty_score":0.00403899,"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."}}