{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000951882,0.0005859975,0.0007609827,0.001336934,0.0004688987,0.0009674564,0.00102472,0.0008746727,0.001559222],"category_scores_gemma":[0.002006603,0.0005232961,0.0007135369,0.001004955,0.0004240634,0.0004173263,0.001122077,0.0008432234,0.001325361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004875333,"about_ca_system_score_gemma":0.0005107513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744075,"about_ca_topic_score_gemma":0.002133107,"domain_scores_codex":[0.9964638,0.000958889,0.0001860507,0.0008219712,0.001243401,0.0003259821],"domain_scores_gemma":[0.9978431,0.0005891786,0.0003365393,0.0007725302,0.0003550128,0.00010354],"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":[0.0009593858,0.0001467612,0.004198387,0.0001681381,0.00005449023,0.00005067789,0.0001107996,0.00339169,0.9169322,0.0006265299,0.0008782498,0.07248264],"study_design_scores_gemma":[0.00007086357,0.0007054837,0.03701254,0.00004812736,0.00007601326,0.0004295792,0.0001017946,0.03690765,0.9143201,0.0009447828,0.009293918,0.00008929004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5837651,0.002311029,0.395739,0.0003660191,0.0001999222,0.0004052502,0.00659785,0.005869085,0.004746766],"genre_scores_gemma":[0.5270267,0.0007810382,0.4554665,0.0003335456,0.00006731105,0.0005233625,0.01074937,0.0004982971,0.004553912],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001744075,"threshold_uncertainty_score":0.005216122,"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."}}