{"id":"W1978025130","doi":"10.3389/fmicb.2014.00566","title":"Life in the slow lane; biogeochemistry of biodegraded petroleum containing reservoirs and implications for energy recovery and carbon management","year":2014,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Sight Research UK; Saudi Aramco; Genome Alberta; Eni; Natural Environment Research Council; Petrobras; Carbon Management Canada","keywords":"Biogeochemistry; Petroleum; Earth science; Abiotic component; Environmental science; Biogeochemical cycle; Ecosystem; Geology; Petroleum engineering; Ecology; Environmental chemistry; Oceanography; Chemistry; Paleontology","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":[0.0002325348,0.00008957422,0.0002151786,0.000181463,0.00002192018,0.00000855688,0.0001183275,0.00009449219,5.588151e-7],"category_scores_gemma":[0.00003597179,0.00007407326,0.00002888423,0.0001379604,0.00006730486,0.00001950966,0.00002483944,0.0000691179,4.919627e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002122066,"about_ca_system_score_gemma":0.000006044235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006278174,"about_ca_topic_score_gemma":0.000138169,"domain_scores_codex":[0.9994085,0.00005802233,0.0002144906,0.0001517429,0.00001577707,0.0001514646],"domain_scores_gemma":[0.9997033,0.0000617987,0.00003634178,0.0001598635,0.000009573047,0.00002913376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005028566,0.0002157741,0.516003,0.001327888,0.001304393,0.000007413076,0.003096639,0.03334811,0.3863764,0.005390107,0.03754428,0.01488314],"study_design_scores_gemma":[0.01659377,0.0009574828,0.04752592,0.0004709545,0.0005937215,0.00007158234,0.02000322,0.6814466,0.03647598,0.02966616,0.1635888,0.002605822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760835,0.003111806,0.01751316,0.001616383,0.0001530763,0.0001643554,0.00004582966,0.00002776243,0.001284115],"genre_scores_gemma":[0.9972155,0.000822099,0.001628697,0.0001263277,0.00001694824,0.00005723374,0.00009532933,0.000008427017,0.0000294519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6480985,"threshold_uncertainty_score":0.302062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006925505446259305,"score_gpt":0.1952517230185749,"score_spread":0.1883262175723156,"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."}}