{"id":"W2007013500","doi":"10.1094/asbcj-2010-0629-01","title":"Dried Yeast: Impact of Dehydration and Rehydration on Brewing Yeast DNA Integrity","year":2010,"lang":"en","type":"article","venue":"Journal of the American Society of Brewing Chemists","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lallemand (Canada)","funders":"Biotechnology and Biological Sciences Research Council; Engineering and Physical Sciences Research Council","keywords":"Biology; Yeast; Mitochondrial DNA; Genetics; Brewing; Saccharomyces cerevisiae; Biochemistry; Gene; Fermentation","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":[0.0004172607,0.0001065694,0.0002176949,0.00001689305,0.00005867383,0.00001704343,0.0002394137,0.00007765502,0.000004600414],"category_scores_gemma":[0.0001552137,0.00007623545,0.0003537551,0.0001378313,0.0003381271,0.000008292379,0.00009704826,0.0003647425,2.463703e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002422357,"about_ca_system_score_gemma":0.0001950723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005816972,"about_ca_topic_score_gemma":0.000004659747,"domain_scores_codex":[0.9991062,0.0000423599,0.0002913178,0.0001265944,0.0002958393,0.0001376831],"domain_scores_gemma":[0.9988182,0.00002294196,0.0005843899,0.0002325035,0.0002638881,0.00007805873],"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":[0.00011852,0.0000680298,0.008595022,0.00002847502,0.0001172988,1.928146e-7,0.0002468013,0.00006987916,0.9860229,0.0000015491,0.000892434,0.003838839],"study_design_scores_gemma":[0.0003014808,0.0003566376,0.06026644,0.00005482859,0.00002263849,0.00003429046,0.0001688563,0.0002631452,0.9382715,0.0000331872,0.0001528641,0.00007414939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991807,0.00007393838,0.0001234319,0.0003561758,0.00006200194,0.00005035993,0.0000125065,0.000001483886,0.0001393634],"genre_scores_gemma":[0.9982985,0.00008700353,0.00122143,0.00007577534,0.0002431414,6.619495e-7,0.000004193704,0.00001201488,0.0000572769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05167142,"threshold_uncertainty_score":0.3108792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306668369585536,"score_gpt":0.3076915462662567,"score_spread":0.2946248625704013,"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."}}