{"id":"W2416937497","doi":"10.1007/978-1-4939-0703-8_7","title":"Ribotyping and Automated Ribotyping of Listeria monocytogenes","year":2014,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Ribotyping; EcoRI; Restriction enzyme; Operon; Ribosomal RNA; Biology; Lysis; Molecular biology; DNA; Microbiology; Polymerase chain reaction; Genetics; Escherichia coli; 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":[0.0009867207,0.0001962476,0.0003229273,0.0001213829,0.00004580682,0.000007799746,0.000242607,0.0003696016,0.000005637125],"category_scores_gemma":[0.0003192709,0.0001931451,0.00008185537,0.0001635694,0.0002599726,0.000001843861,0.00027347,0.0001080527,8.161545e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008294897,"about_ca_system_score_gemma":0.00002412512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003618018,"about_ca_topic_score_gemma":0.00001059789,"domain_scores_codex":[0.997998,0.0007991589,0.0003848396,0.000505939,0.00003459143,0.0002774907],"domain_scores_gemma":[0.9991913,0.00005055753,0.0001533003,0.0004895576,0.00005789375,0.00005732252],"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":[0.00002392024,0.00002538951,0.002825077,0.00001946568,0.00002737883,8.168472e-7,0.00001107429,0.00002602503,0.9714105,0.00915677,0.00002087143,0.01645274],"study_design_scores_gemma":[0.0003718728,0.0002608566,0.001656904,0.00002047486,0.00001719327,0.00002632689,0.00001137765,0.002452144,0.9748638,0.004608386,0.01546883,0.0002418597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2065459,0.0009490389,0.7912924,0.00009799022,0.00005439219,0.0002000811,0.000006944063,0.0000501278,0.000803064],"genre_scores_gemma":[0.3291505,0.0001597126,0.6701348,0.0003340225,0.0000315427,0.00006870384,0.00007282085,0.00002423406,0.00002362568],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1226046,"threshold_uncertainty_score":0.7876228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982689269122434,"score_gpt":0.4082773330666017,"score_spread":0.3884504403753773,"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."}}