{"id":"W2944418632","doi":"10.3389/fmicb.2019.00995","title":"Oil Hydrocarbon Degradation by Caspian Sea Microbial Communities","year":2019,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Anoxic waters; Microcosm; Biodegradation; Environmental chemistry; Microbial population biology; Environmental science; Hydrocarbon; Microbial biodegradation; Eutrophication; Microorganism; Nutrient; Ecology; Geology; Chemistry; Biology; Bacteria","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":[0.0002252094,0.0005359131,0.0003164149,0.0004232732,0.0004581902,0.0008581628,0.0001789293,0.0002761518,0.0003005977],"category_scores_gemma":[0.0003191306,0.0001521993,0.0002749345,0.0003663255,0.0002824433,0.0004250566,0.0005417428,0.00028944,0.00009832126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003528237,"about_ca_system_score_gemma":0.0005744409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005848572,"about_ca_topic_score_gemma":0.005472328,"domain_scores_codex":[0.9995764,0.00004840254,0.00004099976,0.0001371968,0.00009340081,0.0001035686],"domain_scores_gemma":[0.9998111,0.00003008439,0.0000486218,0.000009576922,0.00006089137,0.0000397369],"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":[0.0003376615,0.0001049444,0.02988517,0.00008793925,0.00003472604,0.0001087334,0.0003542897,0.0002631987,0.9613476,0.00003541514,0.00006342936,0.007376969],"study_design_scores_gemma":[0.00004867247,0.002287468,0.6789544,0.00004320761,0.0001602875,0.0006342135,0.002297185,0.002550609,0.3104318,0.0001602283,0.002381449,0.00005054257],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994478,0.0001500463,0.00008424704,0.0000181504,0.000003740057,0.000006324478,0.0001105132,0.000003020785,0.0001762273],"genre_scores_gemma":[0.9978549,0.0004141286,0.0006366965,0.00005006979,0.0000101866,0.00003153233,0.0006596929,0.000002711392,0.0003400952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005848572,"threshold_uncertainty_score":0.0116291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004792940956780273,"score_gpt":0.1863813477181084,"score_spread":0.1815884067613281,"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."}}