{"id":"W6977031203","doi":"10.60692/engax-0jc42","title":"Precision of Readout at the hunchback Gene: Analyzing Short Transcription Time Traces in Living Fly Embryos","year":2016,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Developmental Biology and Gene Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Transcription (linguistics); Transcription factor; Live cell imaging; Gene expression; Embryo; Drosophila melanogaster; Developmental biology; Messenger RNA; Drosophila embryogenesis","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":[0.0003601185,0.0002461038,0.000258222,0.0004435372,0.0002223833,0.0004665994,0.0004943301,0.0003930456,0.0009270895],"category_scores_gemma":[0.0008785509,0.0001991009,0.0001377485,0.0003222066,0.0004344455,0.0004608248,0.0002818824,0.0005466741,0.00026579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005646871,"about_ca_system_score_gemma":0.0002587597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205817,"about_ca_topic_score_gemma":0.002070453,"domain_scores_codex":[0.9998358,0.00001606773,0.000009749868,0.00005714838,0.00005778614,0.00002335704],"domain_scores_gemma":[0.999554,0.000201721,0.00007891195,0.00006495851,0.00006095489,0.00003946191],"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":[0.00003140422,0.000006847923,0.0006325657,0.00002496581,0.000003056371,0.00002635708,0.00003607736,0.0003140106,0.9953798,0.0001185786,0.00001587838,0.00341034],"study_design_scores_gemma":[0.000005288614,0.00008389329,0.01228404,0.000008024992,0.000008860199,0.00009774465,0.00004568818,0.00752753,0.9792625,0.0002846042,0.0003785497,0.00001342614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8844696,0.0007412737,0.1127362,0.00007256433,0.00002461856,0.00003496908,0.0003486942,0.0004448862,0.00112723],"genre_scores_gemma":[0.9654478,0.0005474549,0.03222086,0.00004207596,0.00001873541,0.00005457505,0.0002677641,0.0000878403,0.001312834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001205817,"threshold_uncertainty_score":0.004097164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338102927161264,"score_gpt":0.2055524542580313,"score_spread":0.1921714249864186,"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."}}