{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005919983,0.00006152632,0.00008759609,0.00002418572,0.00003258938,0.000007413338,0.00005849494,0.0000275817,0.0007485364],"category_scores_gemma":[0.00002560525,0.0000513255,0.000009553666,0.0001084134,0.0001300975,0.0001770192,0.00002248178,0.00008833274,0.00001388039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001010405,"about_ca_system_score_gemma":0.000009083254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003415822,"about_ca_topic_score_gemma":0.06451951,"domain_scores_codex":[0.9995638,0.000006198088,0.0001301292,0.0001171051,0.00009403966,0.00008868716],"domain_scores_gemma":[0.9998462,0.00002666304,0.00003235528,0.00005916993,0.000009856369,0.00002574611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002992614,0.0001106129,0.7556553,0.00001673734,0.00001103511,0.000008627319,0.006863259,0.000002120297,0.2068271,0.0000809114,0.00009938583,0.03029505],"study_design_scores_gemma":[0.0002726923,0.00002065592,0.9928828,0.000005612763,0.000005937367,0.000005504843,0.0002802437,0.000004440964,0.003942329,0.00006308295,0.002452159,0.00006458243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984508,0.000005752007,0.00008549445,0.0001145738,0.0002337389,0.00007005931,0.00001473751,0.00001175435,0.00101307],"genre_scores_gemma":[0.9995474,0.000003416442,0.0001518065,0.00001363674,0.00003273406,0.000008879172,0.00001281908,0.000003741616,0.0002255866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2372275,"threshold_uncertainty_score":0.9525506,"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."}}