{"id":"W2094710996","doi":"10.1007/s002530100713","title":"On site bioremediation of hydrocarbon-contaminated Arctic tundra soils in inoculated biopiles","year":2001,"lang":"en","type":"article","venue":"Applied Microbiology and Biotechnology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada; Agriculture and Agri-Food Canada; University of British Columbia","funders":"","keywords":"Bioremediation; Tundra; Environmental remediation; Environmental science; Soil contamination; Biodegradation; Environmental chemistry; Hydrocarbon; Soil water; Permafrost; Contamination; Diesel fuel; Environmental engineering; Arctic; Chemistry; Soil science; Ecology; Biology","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":[0.0004179131,0.0007656209,0.0004236563,0.000351757,0.0003921158,0.0009955073,0.0005828906,0.0005656444,0.000790972],"category_scores_gemma":[0.0003662099,0.0002011017,0.000382801,0.0003898168,0.0002568215,0.0003521582,0.0004597408,0.000460784,0.0003024479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006686364,"about_ca_system_score_gemma":0.000716792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01929769,"about_ca_topic_score_gemma":0.01907927,"domain_scores_codex":[0.9995281,0.00008369307,0.0000352623,0.00008968481,0.00008798446,0.000175356],"domain_scores_gemma":[0.9997312,0.00005025444,0.00004186161,0.00002086733,0.00007832967,0.00007746777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005471453,0.000102305,0.001703371,0.00005943081,0.00002328812,0.00008182991,0.00006742754,0.0003618438,0.9941976,0.00003299247,0.00003714945,0.002785534],"study_design_scores_gemma":[0.00001934364,0.001117099,0.01358267,0.00002736312,0.00004586937,0.00006485289,0.0002445805,0.001325778,0.982863,0.00003196788,0.0006677727,0.000009805536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987475,0.0001938134,0.0002239018,0.00001564924,0.00001136728,0.00001370923,0.0002419989,0.000007931743,0.0005441938],"genre_scores_gemma":[0.9955953,0.0005479009,0.0009454676,0.00002560408,0.00000830544,0.00001790917,0.0007221692,0.00001171737,0.002125611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929769,"threshold_uncertainty_score":0.03837073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004205635414636677,"score_gpt":0.1819363074066064,"score_spread":0.1777306719919697,"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."}}