{"id":"W2587128906","doi":"10.1016/j.biortech.2017.02.007","title":"Microbial degradation of four crude oil by biosurfactant producing strain Rhodococcus sp.","year":2017,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Environment Canada; National Key Research and Development Program of China; China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Rhodococcus; Strain (injury); Degradation (telecommunications); Biodegradation; Microbial biodegradation; Chemistry; Crude oil; Rhodococcus equi; Microbial enhanced oil recovery; Microbiology; Food science; Bacteria; Microorganism; Biology; Organic chemistry; Biochemistry; Petroleum engineering; Engineering; Enzyme","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003355809,0.0002142948,0.0002574752,0.0001068031,0.0003035629,0.00005178403,0.000915326,0.0003215716,0.0007206846],"category_scores_gemma":[0.000302996,0.0001912875,0.00006758404,0.0002066304,0.0008415897,0.0001338967,0.000414569,0.0001884908,0.0002695013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107004,"about_ca_system_score_gemma":0.00001960268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000402794,"about_ca_topic_score_gemma":0.0002975571,"domain_scores_codex":[0.9984474,0.00003716533,0.0003827183,0.0005126263,0.0002219167,0.0003982044],"domain_scores_gemma":[0.9985149,0.00001644734,0.0005141579,0.0008555033,0.00002174163,0.00007723367],"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":[0.00001892126,0.00006543264,0.0652253,0.000007963306,0.000009245803,0.000003782724,0.00005739482,0.000001738081,0.8818889,0.00001994517,0.004617339,0.04808408],"study_design_scores_gemma":[0.0005995118,0.0001000779,0.0422134,0.00003067186,0.00001649572,0.00001636723,0.0000776707,0.00002906044,0.9194842,0.00004702445,0.03709609,0.000289437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949729,0.00004334843,0.00005718638,0.002953274,0.0001494089,0.0001634035,0.0001886343,0.0001364879,0.001335297],"genre_scores_gemma":[0.9964664,0.00004500745,0.002113607,0.00009055801,0.00002931139,0.000004230015,0.00002758205,0.00002023026,0.001203087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04779464,"threshold_uncertainty_score":0.789099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489533475875441,"score_gpt":0.2296078411273765,"score_spread":0.2147125063686221,"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."}}