{"id":"W2776447092","doi":"10.1016/j.envpol.2017.11.097","title":"Microbial community composition and PAHs removal potential of indigenous bacteria in oil contaminated sediment of Taean coast, Korea","year":2017,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Bacteroidetes; Firmicutes; Proteobacteria; Actinobacteria; Environmental chemistry; Halomonas; Bioremediation; Rhodococcus; Biology; Microbial population biology; Metagenomics; Bacteria; Chemistry; Contamination; 16S ribosomal RNA; 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":[0.0003810662,0.0001383628,0.000200506,0.00004017355,0.0002597745,0.00001747667,0.0002021731,0.0001069717,0.0003646791],"category_scores_gemma":[0.000007480157,0.0001407469,0.00004220605,0.00003200983,0.0006222805,0.0002003534,0.0002892633,0.0001461458,0.00002214847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144305,"about_ca_system_score_gemma":0.000006327088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002921802,"about_ca_topic_score_gemma":0.0005905429,"domain_scores_codex":[0.9989206,0.000202298,0.0003372764,0.0001694641,0.0001883433,0.0001820856],"domain_scores_gemma":[0.9992812,0.000009549964,0.0003678285,0.0002775588,0.000001911387,0.00006192127],"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":[0.0001331611,0.0003761971,0.04048249,0.0000125829,0.000008706244,0.000004860326,0.0009135346,0.00002263425,0.9489869,0.000001222695,0.00003294161,0.009024718],"study_design_scores_gemma":[0.001079187,0.000104442,0.6973183,0.00002467939,0.00001314658,0.00001841717,0.0002365636,0.00006334059,0.3009609,0.000008547799,0.00006557246,0.0001068763],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990712,0.00001515394,0.00001515016,0.00007605423,0.0001186526,0.0001536129,0.0003341258,0.000006546321,0.0002095322],"genre_scores_gemma":[0.9993462,0.000086508,0.0002668856,0.00004567071,0.00001405031,0.000001251176,0.0001763122,0.000008460793,0.0000546561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6568359,"threshold_uncertainty_score":0.5739493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006841725875326928,"score_gpt":0.199409468635989,"score_spread":0.1925677427606621,"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."}}