{"id":"W2166018926","doi":"10.1002/bit.22092","title":"Continuous hydrogen production during fermentation of α‐cellulose by the thermophillic bacterium <i>Clostridium thermocellum</i>","year":2008,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Clostridium thermocellum; Fermentation; Cellulose; Clostridium; Bacteria; Chemistry; Food science; Microbiology; Biochemistry; Cellulase; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000294936,0.0004454723,0.0004246534,0.0001483556,0.0001875247,0.000568031,0.0002893021,0.0002643518,0.0001884606],"category_scores_gemma":[0.0002679203,0.00014593,0.0002716064,0.0003653498,0.0002520778,0.0003426258,0.0003480182,0.0003676998,0.0001020872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003622119,"about_ca_system_score_gemma":0.000311586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733777,"about_ca_topic_score_gemma":0.001246285,"domain_scores_codex":[0.9996877,0.00006224029,0.00002661691,0.00007349641,0.00008332477,0.00006669097],"domain_scores_gemma":[0.9997935,0.00003883666,0.00006446169,0.00001968824,0.00003702691,0.00004653552],"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":[0.0001468427,0.00002042764,0.0006115835,0.00002378321,0.000005887908,0.00003752802,0.00002185442,0.00008424573,0.997779,0.000007956879,0.00001248595,0.001248376],"study_design_scores_gemma":[0.000007723555,0.0003196028,0.005592002,0.000005123062,0.00001824839,0.00009044459,0.00003639597,0.0006674451,0.9930044,0.000008395858,0.0002452768,0.000005056548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985518,0.0002599801,0.0008327508,0.00001521043,0.00000593076,0.00001048502,0.0001144373,0.00001552696,0.0001939486],"genre_scores_gemma":[0.9958953,0.0003397726,0.003034671,0.00001598118,0.000006661597,0.00001474872,0.0003953756,0.00001239288,0.000285201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001733777,"threshold_uncertainty_score":0.003447354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005879655472915082,"score_gpt":0.1623372946242913,"score_spread":0.1564576391513763,"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."}}