{"id":"W2129026789","doi":"10.1007/s00285-004-0311-5","title":"Transient oscillations induced by delayed growth response in the chemostat","year":2005,"lang":"en","type":"article","venue":"Journal of Mathematical Biology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Chemostat; Mathematics; Bifurcation; Transient (computer programming); Hopf bifurcation; Control theory (sociology); Monotone polygon; Steady state (chemistry); Applied mathematics; Mathematical analysis; Physics; Nonlinear system; Computer science; Biology; Chemistry; Geometry","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":[0.003863654,0.0001316384,0.0006021045,0.00009805335,0.00005234313,0.000004619123,0.000177161,0.0002732022,0.0006042973],"category_scores_gemma":[0.003656473,0.00006548415,0.0001773378,0.0001466411,0.0002959185,0.00004568882,0.00001798215,0.0005692818,0.00007352367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003831305,"about_ca_system_score_gemma":0.00006038745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.586751e-7,"about_ca_topic_score_gemma":7.49985e-7,"domain_scores_codex":[0.9979609,0.0005840042,0.0009145054,0.0001226995,0.0001269619,0.0002909253],"domain_scores_gemma":[0.9956245,0.003802303,0.0001775576,0.0001546668,0.0001013292,0.0001395818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005073615,0.001921216,0.0003011497,0.00008194159,0.0001777756,0.00005176714,0.001921221,0.000009023441,0.02158105,0.9637675,0.003878543,0.00123515],"study_design_scores_gemma":[0.004252484,0.005044576,0.003434517,0.0001602123,0.0002934584,0.002561586,0.0004814684,0.006661327,0.0019294,0.9709567,0.003964117,0.0002600953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8873631,0.0001141303,0.03244595,0.07612714,0.0000389259,0.000194201,0.000004051601,0.000007864039,0.003704684],"genre_scores_gemma":[0.9918985,0.00003209975,0.003587883,0.004335867,0.00008170358,0.000007919307,0.000002346798,0.00000682349,0.00004690511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1045354,"threshold_uncertainty_score":0.6616631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03420237701336545,"score_gpt":0.3257816408869856,"score_spread":0.2915792638736202,"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."}}