{"id":"W2022738778","doi":"10.1103/physrevlett.90.128102","title":"Pattern Formation inside Bacteria: Fluctuations due to the Low Copy Number of Proteins","year":2003,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Bacteria; Physics; Dynamics (music); Cell division; Division (mathematics); Bacterial protein; Biology; Statistical physics; Biological system; Chemical physics; Biophysics; Cell; Genetics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002334771,0.0002693792,0.0003887164,0.0001897163,0.0003038907,0.0006316084,0.0003246444,0.0004012048,0.0005629986],"category_scores_gemma":[0.001562223,0.0002195846,0.0002716128,0.0002117906,0.0007810519,0.0005475265,0.0005066707,0.0006051369,0.00009558257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157365,"about_ca_system_score_gemma":0.0002069074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350213,"about_ca_topic_score_gemma":0.0006563845,"domain_scores_codex":[0.9998699,0.00003090347,0.000005050403,0.00002321661,0.00003752949,0.00003335626],"domain_scores_gemma":[0.9994158,0.0003147019,0.0001169968,0.00004433179,0.00003679233,0.00007146507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002414636,0.0001193987,0.008925247,0.0001427169,0.00006138944,0.001092782,0.000157734,0.4598476,0.4933604,0.02530929,0.00049925,0.01024258],"study_design_scores_gemma":[0.00003328932,0.0001305261,0.00500107,0.000006469363,0.00001969092,0.0002344235,0.00004830047,0.9504024,0.0328744,0.01084332,0.0003743388,0.00003180884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621025,0.0003220078,0.03500257,0.0003847235,0.00002227633,0.00001024466,0.00003082645,0.0001144813,0.002010317],"genre_scores_gemma":[0.9979733,0.0001347589,0.001540097,0.00002778663,0.00001053206,0.000005422427,0.0000140687,0.00001566342,0.0002783149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001350213,"threshold_uncertainty_score":0.003016412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007557656364240968,"score_gpt":0.2720877910985325,"score_spread":0.2645301347342915,"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."}}