{"id":"W1973181608","doi":"10.1063/1.1336806","title":"Dynamic behavior in mathematical models of the tryptophan operon","year":2001,"lang":"en","type":"article","venue":"Chaos An Interdisciplinary Journal of Nonlinear Science","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Comisión de Operación y Fomento de Actividades Académicas, Instituto Politécnico Nacional; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"trp operon; Tryptophan; Stability (learning theory); Operon; Mathematical economics; BLISS; L-arabinose operon; Mutant; Production (economics); Mathematics; Applied mathematics; Biology; Computer science; Genetics; Economics; Amino acid; Microeconomics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002375835,0.0001985418,0.0005316416,0.0003245102,0.0001953694,0.00003702559,0.001826985,0.00008907825,0.0001349544],"category_scores_gemma":[0.0003991417,0.0001159603,0.0002065667,0.0007312061,0.001166787,0.0006579878,0.0009467767,0.000462006,0.000007301257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404944,"about_ca_system_score_gemma":0.0002072109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.170294e-7,"about_ca_topic_score_gemma":0.00001467612,"domain_scores_codex":[0.997355,0.0001222198,0.001159678,0.0002548918,0.0006898497,0.0004183298],"domain_scores_gemma":[0.9980811,0.0002446329,0.0006030177,0.0006010231,0.0002889519,0.0001813161],"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":[0.002317581,0.03582617,0.01570424,0.001934683,0.0002161087,0.002427631,0.07646951,0.001752919,0.4108981,0.4262953,0.0003634617,0.02579422],"study_design_scores_gemma":[0.00103018,0.001295251,0.005810026,0.0009398916,0.00007930115,0.003395083,0.003593015,0.1928582,0.005115523,0.785544,0.000004591239,0.0003349331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928201,0.00003143097,0.00504549,0.0005024836,0.0002090061,0.0002609802,0.000006340666,0.00000994832,0.001114252],"genre_scores_gemma":[0.9694728,0.000009171928,0.03033092,0.00002101656,0.00004699981,0.000006351164,2.996672e-7,0.00001862656,0.00009382426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4057826,"threshold_uncertainty_score":0.4728723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05043974920452632,"score_gpt":0.3816349927867488,"score_spread":0.3311952435822225,"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."}}