{"id":"W7048661257","doi":"","title":"Mathematical models for siderophore production and siderophore mediated antagonism in bacterial populations under iron limitation","year":2010,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Siderophore; Chemostat; Population; Pyoverdine; Chelation; Ferric; Antagonism; Aerobactin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007738537,0.001191681,0.0009910809,0.0009219394,0.0006536019,0.00187609,0.002446884,0.002625974,0.003445429],"category_scores_gemma":[0.002256734,0.0005639623,0.001280903,0.0007151983,0.0009637024,0.001422091,0.001228834,0.00148954,0.0009257376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037499,"about_ca_system_score_gemma":0.001223534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00818244,"about_ca_topic_score_gemma":0.004641738,"domain_scores_codex":[0.9996203,0.00009809515,0.0000233654,0.00008781879,0.00008889796,0.00008148988],"domain_scores_gemma":[0.9988588,0.0005731896,0.000279418,0.00002963484,0.000200685,0.00005825068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002218182,0.00004729035,0.0008850793,0.0001059517,0.00003960485,0.000278183,0.000226329,0.8954967,0.004627728,0.09413251,0.001009494,0.003128988],"study_design_scores_gemma":[0.000005097729,0.00001948459,0.0001562707,0.000006615935,0.000009106068,0.00002714782,0.0000269548,0.9903271,0.0001315289,0.008443236,0.0008401553,0.000007365224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.150646,0.004048024,0.7858946,0.002589636,0.0002605391,0.0001870456,0.001021671,0.0004274645,0.05492506],"genre_scores_gemma":[0.9069905,0.002991598,0.03249576,0.0002846688,0.0001256134,0.00068003,0.0006154337,0.0001236304,0.05569275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00818244,"threshold_uncertainty_score":0.01626962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558329031255746,"score_gpt":0.2263412446653938,"score_spread":0.2007579543528364,"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."}}