{"id":"W6981357554","doi":"","title":"Effect of substrate loading on metabolic flux of Clostridium thermocellum during fermentative hydrogen production using cellulosic substrates","year":2005,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Ancient Near East History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Clostridium thermocellum; Cellulosic ethanol; Substrate (aquarium); Cellulose; Fermentation; Hydrogen production","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002951901,0.0003115786,0.0003810904,0.0001532444,0.0003143513,0.0007041852,0.0002514705,0.0003880554,0.00180879],"category_scores_gemma":[0.0003375137,0.0001925738,0.000225632,0.0003905153,0.0001936588,0.0003156634,0.0002493944,0.0004434585,0.0003755959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005500251,"about_ca_system_score_gemma":0.0007623621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014913,"about_ca_topic_score_gemma":0.01535073,"domain_scores_codex":[0.9998275,0.00004254112,0.00001920366,0.00003812997,0.00002415022,0.00004837829],"domain_scores_gemma":[0.9997992,0.0000694426,0.00002397409,0.00001095648,0.00006149294,0.00003501704],"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":[0.003515545,0.0002907255,0.001881211,0.000323983,0.00001810005,0.000111072,0.0003382147,0.000211402,0.9874906,0.000076534,0.000238436,0.005504174],"study_design_scores_gemma":[0.00005822597,0.001807271,0.02341859,0.00006761504,0.00004552508,0.00005361757,0.0006662355,0.001565433,0.9699016,0.00003881339,0.002354658,0.00002240493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971272,0.0007387496,0.0002037255,0.00008943091,0.00004207559,0.00002399305,0.0006198023,0.000006837032,0.00114809],"genre_scores_gemma":[0.9926339,0.001118833,0.001069127,0.00009983117,0.00001371843,0.00004627265,0.001064263,0.0000134008,0.003940654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01014913,"threshold_uncertainty_score":0.02018011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747566969696359,"score_gpt":0.2068908317232193,"score_spread":0.1894151620262557,"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."}}