{"id":"W1997600775","doi":"10.1016/j.biortech.2006.08.033","title":"Influence of process conditions on end product formation from Clostridium thermocellum 27405 in solid substrate cultivation on paper pulp sludge","year":2006,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McMaster University","keywords":"Clostridium thermocellum; Fermentation; Chemistry; Food science; Pulp (tooth); Nutrient; Microorganism; Pulp and paper industry; Water content; Moisture; Substrate (aquarium); Anaerobic exercise; Cellulose; Bacteria; Cellulase; Biochemistry; Biology; Ecology; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005126387,0.0008138524,0.0006964516,0.0003621297,0.0004777229,0.001105141,0.0003458732,0.000580207,0.001021672],"category_scores_gemma":[0.0008164801,0.0003661666,0.0004588188,0.0005462543,0.0003878603,0.0005474746,0.0004059229,0.00065212,0.0002892808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005758439,"about_ca_system_score_gemma":0.00074179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004122502,"about_ca_topic_score_gemma":0.003850086,"domain_scores_codex":[0.9994164,0.0001376405,0.00007099572,0.000101906,0.0001211973,0.0001519803],"domain_scores_gemma":[0.9993383,0.0003473465,0.00008177818,0.00004278616,0.00009535196,0.00009445189],"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":[0.00136676,0.0001516089,0.0005956175,0.00006084816,0.00001755429,0.0001142482,0.00006267727,0.0003241175,0.9955711,0.00003306273,0.00003554777,0.001666942],"study_design_scores_gemma":[0.00001740533,0.0005928911,0.002882581,0.000007832923,0.00003029965,0.00003688144,0.00007202995,0.0004497945,0.9956577,0.00001939388,0.0002237008,0.000009552438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986632,0.0002442811,0.0003142781,0.00003310219,0.00002070665,0.00001315878,0.0001679107,0.00001260902,0.0005308219],"genre_scores_gemma":[0.9980849,0.0002538142,0.0006340091,0.00002289366,0.00001038166,0.00001392132,0.0003354942,0.00001702954,0.0006276202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004122502,"threshold_uncertainty_score":0.00819701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006683279311518157,"score_gpt":0.2118936855388504,"score_spread":0.2052104062273322,"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."}}