{"id":"W1613205817","doi":"","title":"Transport processes and mutual interactions of three bacterial strains in saturated porous media","year":2010,"lang":"en","type":"article","venue":"EGUGA","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Klebsiella oxytoca; Porous medium; Strain (injury); TRACER; Groundwater; Packed bed; Chemistry; Chromatography; Porosity; Microbiology; Materials science; Geology; Geotechnical engineering; Biology; Escherichia coli; Composite material; Enterobacteriaceae; Physics; 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":[0.0003368483,0.0003304093,0.0004078324,0.000247468,0.0002993428,0.000628089,0.0002381799,0.0003494922,0.0002571165],"category_scores_gemma":[0.0005612626,0.0002515875,0.0002775603,0.0002301856,0.0003576869,0.0004369369,0.0005426164,0.0002677142,0.00007064539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004640549,"about_ca_system_score_gemma":0.0006060625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004677258,"about_ca_topic_score_gemma":0.003233102,"domain_scores_codex":[0.9996674,0.00006440084,0.00002453021,0.000068232,0.00006841946,0.0001070622],"domain_scores_gemma":[0.9996439,0.0001419686,0.00007285182,0.00001919922,0.00006581708,0.00005628039],"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":[0.0001806842,0.00002200972,0.002481644,0.00004433459,0.000008327784,0.00005396834,0.00009765341,0.0002857355,0.9957644,0.0001064061,0.000007828251,0.0009470162],"study_design_scores_gemma":[0.00002198936,0.001074439,0.0157996,0.00001261277,0.00006726596,0.000200206,0.0004945091,0.01038411,0.9712848,0.0001429414,0.0004861034,0.00003144324],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992288,0.0000471225,0.0005737505,0.000009125257,0.000001609847,0.000004839838,0.00002067322,0.000007203034,0.0001068897],"genre_scores_gemma":[0.9983153,0.00008121138,0.001213212,0.0000063185,0.000001767988,0.000008256271,0.00007533148,0.00000429278,0.0002942638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004677258,"threshold_uncertainty_score":0.009300053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191598888757221,"score_gpt":0.2208098275197649,"score_spread":0.2088938386321927,"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."}}