{"id":"W2171663876","doi":"10.1002/elps.200700407","title":"Quantitative predictions for DNA two‐dimensional display according to size and nucleotide sequence composition","year":2008,"lang":"en","type":"article","venue":"Electrophoresis","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"In silico; Genome; Computational biology; DNA; Biology; Sequence (biology); DNA sequencing; Genetics; Biological system; Gene","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":[0.00005051733,0.0001079243,0.0001097255,0.00002936202,0.0005074389,0.00002449646,0.00007249069,0.00002652691,0.0002577904],"category_scores_gemma":[0.000042608,0.0001044763,0.00004927954,0.0001600423,0.0001002377,0.0002029587,0.00006168251,0.00007900345,0.00008616936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001534414,"about_ca_system_score_gemma":0.00001083234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003294459,"about_ca_topic_score_gemma":0.0001171855,"domain_scores_codex":[0.9992517,0.00002525687,0.0001329542,0.0002683601,0.00008736385,0.0002344182],"domain_scores_gemma":[0.999571,0.0001740367,0.00004211152,0.00009641488,0.00001611653,0.0001003441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001183858,0.00003884724,0.0004806439,0.00000181923,0.00001354258,0.000004320954,0.0001563925,0.0008237636,0.9953609,0.0001183088,0.002706523,0.000176528],"study_design_scores_gemma":[0.001471638,0.002034337,0.5719048,0.00009354623,0.0001408169,0.0005902322,0.000201938,0.0114728,0.4006405,0.0005307152,0.01000624,0.0009125118],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955201,0.00001957554,0.003038616,0.000605392,0.00009682825,0.0002893702,0.00006848293,0.00003488304,0.00032672],"genre_scores_gemma":[0.9870297,0.00002815585,0.01205577,0.0003890917,0.00003692387,0.00005397734,0.00001504349,0.00001433816,0.0003769528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5947204,"threshold_uncertainty_score":0.4260421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169600082558054,"score_gpt":0.2715093899720895,"score_spread":0.2545493817162841,"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."}}