{"id":"W3092308792","doi":"10.3390/microorganisms8101532","title":"Combined Use of Diagnostic Fumarate Addition Metabolites and Genes Provides Evidence for Anaerobic Hydrocarbon Biodegradation in Contaminated Groundwater","year":2020,"lang":"en","type":"article","venue":"Microorganisms","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biodegradation; Environmental chemistry; Bioremediation; Hydrocarbon; Microbial population biology; Chemistry; Environmental remediation; Contamination; Biology; Bacteria; Ecology; Organic chemistry","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":[0.0002129143,0.000486165,0.0002939813,0.0008451363,0.0001900248,0.0004046494,0.0001343536,0.0003664356,0.0005369447],"category_scores_gemma":[0.0005122892,0.0001591953,0.0001715622,0.0006119591,0.0003165187,0.0002363789,0.0003888421,0.0001761707,0.0001798576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001468596,"about_ca_system_score_gemma":0.0001847911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134966,"about_ca_topic_score_gemma":0.002154721,"domain_scores_codex":[0.9995251,0.00007136283,0.00004856702,0.0001284804,0.0001602748,0.00006620181],"domain_scores_gemma":[0.9996438,0.00008619866,0.0001157364,0.00002101126,0.00008538191,0.00004794632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007452408,0.0000269712,0.0156496,0.00004232564,0.000007253533,0.00005716908,0.00006681831,0.00007726174,0.9811332,0.00003394545,0.00001022468,0.002820849],"study_design_scores_gemma":[0.000007071755,0.0004568434,0.1406269,0.00002337806,0.00004536811,0.0006257191,0.000478048,0.001196938,0.8547769,0.0002426932,0.001502076,0.00001815047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950181,0.0003744991,0.003099811,0.00003928606,0.000004850053,0.00001789496,0.0006387575,0.00003068586,0.0007761444],"genre_scores_gemma":[0.9937907,0.0002451594,0.004970865,0.00003204208,0.000003603727,0.00002224987,0.0003879757,0.000007058743,0.0005405028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001134966,"threshold_uncertainty_score":0.002256751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04271249836923988,"score_gpt":0.2311881385662787,"score_spread":0.1884756401970389,"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."}}