{"id":"W2927265161","doi":"10.7490/f1000research.1116074.1","title":"Bioinformatics design of MiniPromoters for targeted delivery of expression","year":2018,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Open peer review; Plant biology; Computational biology; Bioinformatics; Physiology; Medicine; Biology; Neuroscience; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006237568,0.0001026984,0.0001871803,0.0001165855,0.00009286554,0.000007085653,0.0002814732,0.0001420508,0.000058979],"category_scores_gemma":[0.0003783274,0.00008385284,0.0001289787,0.0001467009,0.0004249788,0.000008207125,0.0001699821,0.00006167501,0.000004747313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009744225,"about_ca_system_score_gemma":0.0001744042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005299622,"about_ca_topic_score_gemma":0.000003119653,"domain_scores_codex":[0.998714,0.0001235235,0.0003618202,0.0001792571,0.0003614144,0.0002599309],"domain_scores_gemma":[0.9979063,0.00006381511,0.0001791571,0.0003386059,0.001421818,0.00009031079],"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":[0.0005662483,0.0001305417,0.0001975828,0.0002064665,0.00004079563,1.593705e-7,0.0001732597,0.00007498494,0.9293516,0.000008257363,0.06791586,0.001334279],"study_design_scores_gemma":[0.0006077382,0.002421294,0.0002213418,0.0001265246,0.000007800768,8.353746e-7,0.0002193096,0.0005461679,0.9892759,0.0001021463,0.006384247,0.00008671438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827067,0.0003011099,0.01505855,0.00005558208,0.00009502722,0.0006023211,0.0005846704,0.00000703121,0.0005890524],"genre_scores_gemma":[0.9853632,0.00008322093,0.01355445,0.0000157126,0.00009305672,0.00003108429,0.0002016081,0.00001456754,0.0006430433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06153161,"threshold_uncertainty_score":0.341942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04898937279980616,"score_gpt":0.3603599088047105,"score_spread":0.3113705360049043,"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."}}