{"id":"W2103183006","doi":"10.1128/aem.69.6.3085-3092.2003","title":"Characterization of Hydrocarbon-Degrading Microbial Populations in Contaminated and Pristine Alpine Soils","year":2003,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":451,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Biotechnology Research Institute","funders":"","keywords":"AlkB; Pseudomonas putida; Rhodococcus; Acinetobacter; Biology; Bacteria; Soil contamination; Microbiology; Microorganism; Contamination; Environmental chemistry; Chemistry; Gene; Ecology; Biochemistry","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":[0.0001584092,0.0003846421,0.0002759942,0.0007903697,0.0002311906,0.0006013721,0.0001511617,0.000320451,0.0003919766],"category_scores_gemma":[0.0004158393,0.0001616668,0.0001561001,0.0004259755,0.0002925815,0.0002207135,0.0003429168,0.0001571804,0.0001198237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090814,"about_ca_system_score_gemma":0.00009502937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587457,"about_ca_topic_score_gemma":0.001510627,"domain_scores_codex":[0.9997144,0.00003450547,0.00002913555,0.00008783962,0.00008364028,0.00005048619],"domain_scores_gemma":[0.9996932,0.00004778909,0.0001088646,0.00001272966,0.00007111039,0.00006623207],"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":[0.0004246172,0.00006247182,0.1870297,0.00009688336,0.00005943075,0.0002211252,0.0006980596,0.0002089897,0.8047134,0.00002779514,0.00001038494,0.006447245],"study_design_scores_gemma":[0.00001037474,0.0004566686,0.9517534,0.00001124603,0.00004213764,0.0006519908,0.0007531024,0.0006243474,0.04513814,0.0000279605,0.0005202272,0.00001042928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997003,0.00007152784,0.00008746215,0.000002154263,5.584188e-7,0.00000210011,0.00006687849,0.000001471851,0.0000675169],"genre_scores_gemma":[0.9990088,0.0001517622,0.0002932886,0.000007499127,0.000004616281,0.000007856815,0.0003179542,0.0000015844,0.000206522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001587457,"threshold_uncertainty_score":0.003156424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008118963309509576,"score_gpt":0.1846102678683763,"score_spread":0.1764913045588667,"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."}}