{"id":"W2095781438","doi":"10.1111/j.1751-7915.2009.00077.x","title":"Field metabolomics and laboratory assessments of anaerobic intrinsic bioremediation of hydrocarbons at a petroleum‐contaminated site","year":2009,"lang":"en","type":"article","venue":"Microbial Biotechnology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bioremediation; Environmental chemistry; Biostimulation; Biodegradation; Ethylbenzene; Chemistry; Toluene; Benzene; Alkylbenzenes; Hydrocarbon; Anaerobic bacteria; BTEX; Contamination; Bacteria; Organic chemistry; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001783742,0.0001645615,0.0003130569,0.0001638139,0.00004723439,0.000005859615,0.0001943485,0.0004124354,0.0001802293],"category_scores_gemma":[0.00006185721,0.0001576575,0.00004743146,0.0004315527,0.0002909165,0.00008249535,0.0001740694,0.0001603563,0.00003788531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117424,"about_ca_system_score_gemma":0.00001887218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000140512,"about_ca_topic_score_gemma":0.0003632141,"domain_scores_codex":[0.9988853,0.00005209472,0.0003962754,0.0003154435,0.000116795,0.0002340406],"domain_scores_gemma":[0.9993467,0.00002972367,0.0003035549,0.0002523403,0.00001544982,0.00005225206],"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":[0.00007645079,0.00008859629,0.01012047,0.000005872538,0.00001294514,0.00000221298,0.00005743657,0.000002186365,0.9834483,0.00006909964,0.000504866,0.005611604],"study_design_scores_gemma":[0.0006455173,0.0004595245,0.03315219,0.000009578172,0.00003001672,0.000005094663,0.00002038594,0.00007234629,0.9630384,0.00002868087,0.002394002,0.0001443119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983724,0.00009096081,0.00007078726,0.0009453453,0.0001067464,0.0001770769,0.00007741005,0.00004899156,0.0001102304],"genre_scores_gemma":[0.9980467,0.000266723,0.001211179,0.0003743927,0.00001039502,8.936249e-7,0.00003445176,0.000007209198,0.00004805068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02303172,"threshold_uncertainty_score":0.6429086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004227086936120141,"score_gpt":0.2107609705304293,"score_spread":0.2065338835943091,"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."}}