{"id":"W2914206490","doi":"10.1016/j.jes.2019.02.001","title":"Vertical response of microbial community and degrading genes to petroleum hydrocarbon contamination in saline alkaline soil","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Sciences","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Tianjin City; National Natural Science Foundation of China","keywords":"Biostimulation; Bioremediation; Microbial population biology; Environmental chemistry; Petroleum; Microcosm; Soil water; Bioaugmentation; Soil contamination; Microorganism; Environmental science; Chemistry; Contamination; Bacteria; Biology; Ecology; Soil science","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":[0.0001589951,0.0002585837,0.0001948609,0.0003115809,0.000192085,0.0004225381,0.0001984529,0.00036031,0.001051893],"category_scores_gemma":[0.0004585215,0.0001853264,0.0001581663,0.0003239173,0.0003014455,0.0002552988,0.0004105911,0.0003993733,0.0001961183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002320476,"about_ca_system_score_gemma":0.0003006261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00398806,"about_ca_topic_score_gemma":0.002847526,"domain_scores_codex":[0.999764,0.00002537993,0.00001375662,0.00006395559,0.00005782482,0.00007516188],"domain_scores_gemma":[0.9996101,0.00008135961,0.00006958611,0.00001360375,0.0001140019,0.0001112602],"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":[0.0003589712,0.00004490332,0.009250088,0.0000273873,0.000009528491,0.00003601363,0.0001140153,0.00006484684,0.9883383,0.00004700024,0.00001659575,0.001692333],"study_design_scores_gemma":[0.00004302983,0.001964757,0.534306,0.00002753862,0.00007281842,0.0004358578,0.001787915,0.002492883,0.4569159,0.0003722215,0.001543152,0.0000379014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999274,0.0000655446,0.0001617516,0.00001546198,0.000004577974,0.000005485548,0.0001956886,0.000002498171,0.0002750758],"genre_scores_gemma":[0.9984121,0.00007291794,0.0001916191,0.00001806924,0.000004233737,0.00001224194,0.0003310408,0.00000221061,0.0009555371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00398806,"threshold_uncertainty_score":0.007929683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028972310493133,"score_gpt":0.2267245314888088,"score_spread":0.2164348083838775,"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."}}