{"id":"W1979825982","doi":"10.1016/j.chemosphere.2010.03.001","title":"Scale up of diesel oil biodegradation in a baffled roller bioreactor","year":2010,"lang":"en","type":"article","venue":"Chemosphere","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biodegradation; Bioreactor; Diesel fuel; Volume (thermodynamics); Pulp and paper industry; Petroleum; Bioremediation; SCALE-UP; Environmental science; Waste management; Chemistry; Contamination; Ecology; Organic chemistry; Engineering; Biology","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":[0.0004328644,0.0006408909,0.0007481074,0.0003834767,0.0004096721,0.0007236956,0.0005303705,0.0005792566,0.0006705757],"category_scores_gemma":[0.0004223798,0.0002257842,0.0006428481,0.0003901644,0.0002486847,0.000603653,0.0004990677,0.0008348332,0.0005539533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005482535,"about_ca_system_score_gemma":0.000555678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004453802,"about_ca_topic_score_gemma":0.003349887,"domain_scores_codex":[0.9995815,0.00004898731,0.00005574836,0.00007823925,0.0001550892,0.00008031171],"domain_scores_gemma":[0.9998304,0.00005573029,0.00002002756,0.00002506433,0.00003620924,0.00003254888],"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":[0.0000876944,0.0001259961,0.0001541223,0.000023241,0.000007320607,0.00004011673,0.00001613757,0.0001930312,0.9974573,0.00002094428,0.00002144476,0.001852593],"study_design_scores_gemma":[0.00002458595,0.0003567114,0.001478194,0.000002598889,0.00002419428,0.00004895725,0.00003077752,0.001096227,0.9964923,0.00002346449,0.0004144483,0.000007425876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935097,0.0004202311,0.004543232,0.0002074409,0.00005476414,0.00008262674,0.0003006732,0.0001557276,0.0007256208],"genre_scores_gemma":[0.9883798,0.0006322364,0.00813278,0.00005056345,0.00001937925,0.00006419596,0.0005170754,0.0000330971,0.002170955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004453802,"threshold_uncertainty_score":0.00885576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005421550276388838,"score_gpt":0.2033861334398772,"score_spread":0.1979645831634884,"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."}}