{"id":"W1974796209","doi":"10.1016/j.physleta.2007.03.074","title":"Chaos in a discrete model of a two-gene system","year":2007,"lang":"en","type":"article","venue":"Physics Letters A","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Physics; Chaotic; Synchronization of chaos; Statistical physics; CHAOS (operating system); Cooperativity; Synchronization (alternating current); Chaotic systems; Control theory (sociology); Topology (electrical circuits); Nonlinear system; Control (management); Genetics; Quantum mechanics; Biology; Computer science; Mathematics; Artificial intelligence","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":[0.0002004257,0.000118998,0.0001809042,0.00004048309,0.00001906653,0.000004727052,0.0001395012,0.00004289049,4.779959e-7],"category_scores_gemma":[0.000002740537,0.0001207646,0.00012822,0.0001632288,0.00004386608,0.000002338722,0.00006523487,0.00005144257,0.000002105394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002542777,"about_ca_system_score_gemma":0.00001878288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002856702,"about_ca_topic_score_gemma":0.00002993046,"domain_scores_codex":[0.9991616,0.00002458961,0.0002160064,0.0002373744,0.0001269666,0.0002334382],"domain_scores_gemma":[0.9994808,0.000004806512,0.00009695456,0.0003445491,0.00002779061,0.00004503943],"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":[0.0000242954,0.00002050937,0.002080958,0.00002383226,0.00005082625,0.000002806875,0.00004391479,0.08518664,0.9119323,0.0002766443,0.00007389292,0.0002833082],"study_design_scores_gemma":[0.0006158858,0.00002882043,0.000572394,0.00002814766,0.00004720281,0.000002918813,0.00003850037,0.05599839,0.9423278,0.00008510155,0.00003975886,0.0002150989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.860661,0.0001034136,0.1389057,0.00005913937,0.00002447337,0.00008019521,0.00000629149,0.000005918534,0.0001538424],"genre_scores_gemma":[0.9977317,0.000005106759,0.00172613,0.0002155946,0.0002310328,0.000007677207,0.00003305125,0.00001986774,0.00002986414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371796,"threshold_uncertainty_score":0.4924639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009059035567962417,"score_gpt":0.2306244819100183,"score_spread":0.2215654463420559,"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."}}