{"id":"W2142512095","doi":"10.1016/j.gene.2008.10.017","title":"Screening and cloning of antimicrobial DNA sequences using a vital staining method","year":2008,"lang":"en","type":"article","venue":"Gene","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Biology; Complementary DNA; Gene; DNA; Molecular biology; Escherichia coli; Cloning (programming); Molecular cloning; Coding region; Antimicrobial; Genetics; Microbiology","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":[0.0001924246,0.0001402419,0.000300713,0.00009386881,0.0003383569,0.00001007911,0.00008966024,0.0001235903,0.00005199416],"category_scores_gemma":[0.00002443437,0.0001341136,0.00007123459,0.00009147757,0.0003634692,0.0001461183,0.0001141565,0.0001470436,0.000003654532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001099995,"about_ca_system_score_gemma":0.00005488853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004463918,"about_ca_topic_score_gemma":0.000005518335,"domain_scores_codex":[0.9991361,0.00009885179,0.0002299761,0.000225117,0.00002376545,0.0002861161],"domain_scores_gemma":[0.9996099,0.0000862858,0.0001458053,0.0001046232,0.00003772522,0.00001562133],"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":[0.00005455311,0.00001656782,0.002045701,0.00001596877,0.00008865391,0.00001417745,0.001021956,0.0001736594,0.9944081,0.00005805046,0.0001233323,0.001979308],"study_design_scores_gemma":[0.0005237839,0.00005850082,0.0006085081,0.00006297509,0.00003343383,0.0009524606,0.0005941718,0.00006213944,0.9965027,0.00001724882,0.0004162494,0.0001678514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777136,0.0007756858,0.02104429,0.00003471824,0.0001493231,0.00007380154,0.00003677207,0.0000311487,0.0001406371],"genre_scores_gemma":[0.9402679,0.00007522258,0.05929206,0.00007831067,0.00004240499,8.028407e-7,0.00001902545,0.00001396229,0.000210272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03824777,"threshold_uncertainty_score":0.5468993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03758745876386526,"score_gpt":0.2727066855492425,"score_spread":0.2351192267853773,"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."}}