{"id":"W1595408397","doi":"","title":"Simultaneous Biosurfactant Production and Hydrocarbon Biodegradation by the Resident Aerobic Bacterial Flora of Oil Production Skimmer Pit at Elevated Temperature and Saline Conditions","year":2012,"lang":"en","type":"article","venue":"","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pseudomonas stutzeri; Bioremediation; Food science; Halotolerance; Pseudomonas; Microbiology; Biodegradation; Chemistry; Aerobic denitrification; Biology; Environmental chemistry; Salinity; Bacteria; Contamination; Ecology","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":[0.0002138904,0.0006834262,0.0006386075,0.0003080272,0.0002217371,0.0004710208,0.0002535448,0.0003152656,0.0004746533],"category_scores_gemma":[0.0003871625,0.0002375827,0.0004526888,0.000348087,0.0002274505,0.0003553021,0.0007264477,0.0002741244,0.0003028331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128991,"about_ca_system_score_gemma":0.0003596046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577156,"about_ca_topic_score_gemma":0.00239976,"domain_scores_codex":[0.9996347,0.00004827697,0.00005099148,0.00007643697,0.0001132276,0.00007636105],"domain_scores_gemma":[0.9997876,0.00003590866,0.00004691114,0.00001325862,0.00006720915,0.0000490077],"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":[0.0001448947,0.0000308563,0.002443098,0.00003997255,0.000006930359,0.00006206799,0.00006474184,0.00003356505,0.9963102,0.000004473663,0.000004362053,0.0008548957],"study_design_scores_gemma":[0.00001628719,0.002200235,0.05991871,0.0000132481,0.00008719258,0.0006011539,0.0005930947,0.0007346039,0.9353312,0.00002693447,0.0004541064,0.00002318257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993839,0.00005747446,0.0003287311,0.00001060635,0.000003316722,0.00001065412,0.00008703713,0.000005724806,0.0001125175],"genre_scores_gemma":[0.9958169,0.0002490251,0.002227127,0.00002077976,0.000007333101,0.00003817575,0.0006820632,0.0000104003,0.0009481447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001577156,"threshold_uncertainty_score":0.00313592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005963834858663106,"score_gpt":0.2030782336910899,"score_spread":0.1971143988324268,"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."}}