{"id":"W3121103120","doi":"10.1093/femsec/fiab045","title":"Marine sediments harbor diverse archaea and bacteria with the potential for anaerobic hydrocarbon degradation via fumarate addition","year":2021,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China; Guangdong University of Petrochemical Technology","keywords":"Archaea; Microorganism; Bacteria; Psychrophile; Environmental chemistry; Hydrocarbon; Biology; Anaerobic bacteria; Deltaproteobacteria; Chemistry; 16S ribosomal RNA; Organic chemistry; Paleontology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001603301,0.0001541939,0.0001697175,0.00002692804,0.0001971614,0.00001754636,0.0001151833,0.000158095,0.003284122],"category_scores_gemma":[0.00001523022,0.0001095854,0.00003514191,0.0001050954,0.0003588231,0.00007941395,0.0002201653,0.0001019888,0.0001304594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008343419,"about_ca_system_score_gemma":0.00002307295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006457709,"about_ca_topic_score_gemma":0.002455674,"domain_scores_codex":[0.9989588,0.0001408362,0.0001686957,0.0003921112,0.00003413226,0.0003054282],"domain_scores_gemma":[0.999584,0.00005456064,0.0001346178,0.0001488852,0.00002316793,0.00005472324],"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":[0.0001286885,0.00005454928,0.008437941,0.000003519234,0.00003877113,0.00000989487,0.00005092131,0.00001349202,0.9855798,0.0000094951,0.004261377,0.001411486],"study_design_scores_gemma":[0.004274547,0.001020794,0.665232,0.00000909401,0.000170074,0.0003597261,0.0001590088,0.0007003126,0.2784941,0.0001670693,0.0488029,0.0006103747],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970556,0.00001135352,0.0003078547,0.001617048,0.0003735248,0.0003853549,0.0001552469,0.00002120463,0.00007280228],"genre_scores_gemma":[0.9945749,0.00004293723,0.001915165,0.001375047,0.00005973824,0.000027254,0.001274851,0.00001207296,0.000718018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7070858,"threshold_uncertainty_score":0.997627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005330185705487335,"score_gpt":0.1838043412684403,"score_spread":0.178474155562953,"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."}}