{"id":"W2114704739","doi":"10.1109/iembs.2006.259377","title":"Inverting Amplifier Genetic Circuit Performance","year":2006,"lang":"en","type":"article","venue":"","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Amplifier; Electronic engineering; Engineering; Telecommunications; Bandwidth (computing)","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":[0.0003584495,0.0002901962,0.000182768,0.0002493243,0.000134556,0.0005178844,0.000711089,0.0004540529,0.001840234],"category_scores_gemma":[0.001699884,0.0001105536,0.0001742279,0.0002181243,0.0002575242,0.0005104131,0.0002301635,0.0002880871,0.0002918449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005192606,"about_ca_system_score_gemma":0.0001981067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005350138,"about_ca_topic_score_gemma":0.0004536644,"domain_scores_codex":[0.9995795,0.00004611215,0.0000299941,0.00009940939,0.0002010451,0.00004395354],"domain_scores_gemma":[0.999393,0.0002488071,0.00007190027,0.00008570772,0.0001721437,0.00002838004],"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":[0.0001060086,0.00003080437,0.000853648,0.00008283499,0.0000171599,0.00008675429,0.0000638676,0.0139971,0.9679158,0.002131515,0.0001400175,0.01457441],"study_design_scores_gemma":[0.000009150183,0.0003714091,0.0009782546,0.000004980171,0.00002219295,0.0001624849,0.00002135348,0.06311487,0.9329566,0.0003281421,0.002016942,0.00001349236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8896247,0.000216685,0.1042863,0.0001828243,0.0000634664,0.0000599637,0.0003796504,0.001137147,0.004049328],"genre_scores_gemma":[0.986158,0.00008758555,0.01238801,0.00002464151,0.000003713637,0.00001964169,0.0001707982,0.0000465732,0.001100999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001840234,"threshold_uncertainty_score":0.006156206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00768477070998617,"score_gpt":0.194405734760636,"score_spread":0.1867209640506498,"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."}}