{"id":"W2086573684","doi":"10.1016/j.jhazmat.2010.08.067","title":"Phylogenetic and functional diversity of alkane degrading bacteria associated with Italian ryegrass (Lolium multiflorum) and Birdsfoot trefoil (Lotus corniculatus) in a petroleum oil-contaminated environment","year":2010,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":144,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Helmholtz Zentrum München; University of Saskatchewan","keywords":"Lotus corniculatus; Biology; Lolium multiflorum; Rhizosphere; Bacteria; Botany; Phytoremediation; AlkB; Ecology; Gene; Genetics; Contamination","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006011096,0.0001790726,0.0003866087,0.00009517973,0.00009060997,0.00004148801,0.0001063515,0.0001232107,0.0009616347],"category_scores_gemma":[0.00005460121,0.0001330832,0.00003729335,0.00007856118,0.0002313861,0.0001396268,0.0001728907,0.0001390481,0.000007733664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107842,"about_ca_system_score_gemma":0.00001655937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001854219,"about_ca_topic_score_gemma":0.0004690255,"domain_scores_codex":[0.9986759,0.0001111893,0.0004692155,0.0001997262,0.0003132189,0.0002307071],"domain_scores_gemma":[0.9991277,0.00004303038,0.0005786465,0.00009464735,0.00002049383,0.0001355127],"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":[0.0002293146,0.0001131949,0.2342476,0.000009192861,0.00003337621,0.00002637124,0.0001577425,0.00001839223,0.7646707,6.340141e-7,0.00002509406,0.0004684626],"study_design_scores_gemma":[0.001738387,0.000232293,0.8165126,0.00004125837,0.00004742694,0.00008869222,0.00007483373,0.00002640405,0.1810065,0.000006498956,0.00008703405,0.0001380781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999397,0.00002134029,0.000003851065,0.0000833537,0.0003075694,0.00007411289,0.00006733213,0.000005888544,0.00003952893],"genre_scores_gemma":[0.9995185,0.00007476325,0.0002348113,0.00003428748,0.0000322485,8.255703e-7,0.00001000659,0.00001191222,0.00008263786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5836642,"threshold_uncertainty_score":0.9999516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00732697397785912,"score_gpt":0.1736620944080482,"score_spread":0.1663351204301891,"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."}}