{"id":"W2107837084","doi":"10.1016/j.meatsci.2013.05.060","title":"Enhanced selectivity of viable real-time PCR for Escherichia coli","year":2013,"lang":"en","type":"article","venue":"Meat Science","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Escherichia coli; Enterobacteriaceae; Food science; Chemistry; Real-time polymerase chain reaction; Microbiology; Biology; Gene; Genetics","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":[0.004574579,0.001453744,0.001476815,0.001261152,0.0002756542,0.001315334,0.001564646,0.001952365,0.003333382],"category_scores_gemma":[0.00519667,0.001121796,0.0007699619,0.0004778785,0.0008171402,0.0009673159,0.001029454,0.002075556,0.003677312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006126691,"about_ca_system_score_gemma":0.0006222682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004530915,"about_ca_topic_score_gemma":0.0009712374,"domain_scores_codex":[0.9934124,0.002055212,0.0002583809,0.001866007,0.001716517,0.0006914033],"domain_scores_gemma":[0.9920542,0.005840255,0.000380917,0.0004867355,0.0009408613,0.0002969416],"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":[0.00009682496,0.00002683181,0.0001766974,0.00006792849,0.000004773583,0.00002304291,0.0000302246,0.00008327401,0.9950603,0.0002455911,0.0001085842,0.004075984],"study_design_scores_gemma":[0.000008521642,0.0001129486,0.0005253756,0.000009860891,0.00001393365,0.0002263562,0.00001319937,0.002701644,0.9949144,0.0001236346,0.001338401,0.00001166469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2574316,0.003399807,0.7285012,0.001180181,0.0005567707,0.0003036667,0.0005765263,0.003424548,0.004625627],"genre_scores_gemma":[0.5557906,0.001522366,0.4253633,0.001697974,0.0002587092,0.0004565394,0.001875628,0.0008676111,0.01216725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004574579,"threshold_uncertainty_score":0.02419299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007066676976735646,"score_gpt":0.2603688374443175,"score_spread":0.2533021604675819,"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."}}