{"id":"W1969236385","doi":"10.1103/physreve.82.021911","title":"Minimal genetic device with multiple tunable functions","year":2010,"lang":"en","type":"article","venue":"Physical Review E","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; New England Biolabs Foundation","keywords":"Computer science; Mathematics; Topology (electrical circuits); Combinatorics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001178579,0.0002058181,0.0002670224,0.0001823662,0.0001558153,0.000326292,0.0004233336,0.0004737008,0.0009416223],"category_scores_gemma":[0.0003688211,0.0001570812,0.0002317978,0.0001260045,0.0003022591,0.0003140868,0.000250509,0.0003482914,0.0002323886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167687,"about_ca_system_score_gemma":0.0002108957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002109424,"about_ca_topic_score_gemma":0.0002678135,"domain_scores_codex":[0.9999112,0.00001285419,0.000004562412,0.00002566493,0.0000359144,0.000009847961],"domain_scores_gemma":[0.9999199,0.00004119472,0.00001207095,0.000009658056,0.000009024347,0.000008205821],"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":[0.0001018941,0.00005086277,0.0003060288,0.0001380758,0.00001639353,0.0001682663,0.0000358302,0.04601543,0.8330901,0.1058469,0.0004523185,0.0137778],"study_design_scores_gemma":[0.00008175094,0.0003206083,0.0005639261,0.00001980355,0.00003658731,0.00033616,0.00001587457,0.5755707,0.3775909,0.03133541,0.01407725,0.0000511642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4611994,0.0007575036,0.5231747,0.0004795152,0.000129392,0.00007749124,0.0002403222,0.001018546,0.01292321],"genre_scores_gemma":[0.9397515,0.0002328852,0.05700463,0.00006768013,0.00001160978,0.0000830096,0.00007278233,0.0000345468,0.00274146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009416223,"threshold_uncertainty_score":0.003150105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008218223985857842,"score_gpt":0.2537359746156997,"score_spread":0.2455177506298419,"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."}}