{"id":"W2608677323","doi":"10.1371/journal.pone.0176228","title":"Transcriptional bursting in Drosophila development: Stochastic dynamics of eve stripe 2 expression","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; British Columbia Institute of Technology","funders":"National Institutes of Health","keywords":"Drosophila embryogenesis; Gap gene; Krüppel; Biology; Genetics; Transcription factor; Gene; Gene expression; Transcription (linguistics); Drosophila melanogaster; Regulation of gene expression","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":[0.0005426896,0.0002629895,0.000304044,0.0003405336,0.0001555426,0.0004082203,0.0003724899,0.0003928883,0.0003347075],"category_scores_gemma":[0.002321722,0.00034504,0.0002897202,0.0002119155,0.000567193,0.0004196891,0.0003099881,0.0004256421,0.0000772838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006535383,"about_ca_system_score_gemma":0.0001767772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076987,"about_ca_topic_score_gemma":0.001707902,"domain_scores_codex":[0.9997872,0.00003929788,0.00001204219,0.00007551856,0.00006052269,0.00002550703],"domain_scores_gemma":[0.9991382,0.0004535062,0.000250663,0.00004834208,0.00005189321,0.00005723707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003198916,0.00009529218,0.06350002,0.0001747132,0.000119105,0.0005786588,0.000340409,0.695797,0.2037611,0.02286177,0.0004693616,0.01198268],"study_design_scores_gemma":[0.00001022423,0.00003404413,0.03132156,0.000006683023,0.000009738961,0.0001051478,0.00002674798,0.9579918,0.006580759,0.003624353,0.0002583451,0.00003062702],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336605,0.0002397908,0.06498635,0.0001404686,0.000007211214,0.0000213993,0.000197478,0.0001228572,0.0006238817],"genre_scores_gemma":[0.9979082,0.00007406295,0.001680645,0.000009993342,0.000005140012,0.00001378418,0.0000921644,0.00001107159,0.0002048422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002076987,"threshold_uncertainty_score":0.004741728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0292395071160778,"score_gpt":0.2310008693405336,"score_spread":0.2017613622244558,"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."}}