{"id":"W2078431429","doi":"10.1007/s00253-012-4334-3","title":"RT-qPCR analysis of putative beer-spoilage gene expression during growth of Lactobacillus brevis BSO 464 and Pediococcus claussenii ATCC BAA-344T in beer","year":2012,"lang":"en","type":"article","venue":"Applied Microbiology and Biotechnology","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Lactobacillus brevis; Biology; Pediococcus; Gene; Bacteria; Food spoilage; Gene expression; Lactobacillus; Food science; Genetics; Microbiology; Lactic acid","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":[0.0004436634,0.000774937,0.001081722,0.0005623786,0.0004476423,0.0008243191,0.0003933102,0.0004612023,0.002177741],"category_scores_gemma":[0.0005739218,0.0005269345,0.0009420683,0.0007683135,0.0004919833,0.0004876563,0.0003955235,0.0009231656,0.0008372843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006097964,"about_ca_system_score_gemma":0.0006379061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004214449,"about_ca_topic_score_gemma":0.004408411,"domain_scores_codex":[0.9993768,0.00007271202,0.00007557415,0.0001608289,0.000165966,0.000148188],"domain_scores_gemma":[0.9995528,0.0001925217,0.00004686381,0.00002512102,0.0001369118,0.0000458361],"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":[0.0002094792,0.00002745215,0.0001791791,0.00003205214,0.000004715992,0.00001272827,0.00005143583,0.00006428817,0.998963,0.00002371758,0.00002644997,0.0004054588],"study_design_scores_gemma":[0.00001434756,0.0003161262,0.009387769,0.00001230811,0.00004770181,0.00005195553,0.0001703693,0.001666856,0.987422,0.00004321908,0.0008481013,0.00001927528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831823,0.0007770175,0.006998248,0.0001820503,0.00009883338,0.0001448626,0.006688167,0.0002312102,0.001697266],"genre_scores_gemma":[0.9435956,0.001127566,0.02556293,0.0002687728,0.0000601662,0.0009314898,0.01397879,0.0002070881,0.01426737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004214449,"threshold_uncertainty_score":0.008379817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009125148178364087,"score_gpt":0.2063156234287575,"score_spread":0.1971904752503934,"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."}}