{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007095868,0.001191338,0.001464565,0.001704236,0.0005649824,0.000578963,0.0009966153,0.0009013622,0.002475834],"category_scores_gemma":[0.00141385,0.0007725478,0.001428422,0.001166876,0.0007554088,0.0004977818,0.0006853185,0.002566101,0.002095671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000384533,"about_ca_system_score_gemma":0.0007088596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016719,"about_ca_topic_score_gemma":0.001487993,"domain_scores_codex":[0.9991805,0.0001399719,0.00008586555,0.000175197,0.0002186287,0.0001998522],"domain_scores_gemma":[0.9980549,0.001001267,0.0001872449,0.000235861,0.0003270121,0.0001937026],"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":[0.00006975252,0.0000594125,0.0001086616,0.0000600462,0.000006160652,0.00004914396,0.0000243284,0.00006346674,0.9975405,0.0001256425,0.00004133315,0.001851538],"study_design_scores_gemma":[0.00003026252,0.0003282472,0.001602308,0.0000196398,0.00005717653,0.000230403,0.00004278091,0.0008910541,0.9938158,0.0001467626,0.002823562,0.00001199845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6418918,0.002009534,0.3402904,0.0008642113,0.0002802307,0.00155408,0.006087016,0.001269589,0.005753112],"genre_scores_gemma":[0.5811073,0.002945436,0.3637582,0.0006189022,0.0001015221,0.001305079,0.03267099,0.0006733546,0.01681915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002475834,"threshold_uncertainty_score":0.008282483,"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."}}