{"id":"W3039087757","doi":"10.1534/g3.120.401149","title":"The Genome Sequence of the Jean-Talon Strain, an Archeological Beer Yeast from Québec, Reveals Traces of Adaptation to Specific Brewing Conditions","year":2020,"lang":"en","type":"article","venue":"G3 Genes Genomes Genetics","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lallemand (Canada); Université Laval; PROTEO","funders":"","keywords":"Brewing; Strain (injury); Genome; Yeast; Whole genome sequencing; Saccharomyces cerevisiae; Domestication; Biology; Genetics; Gene; Fermentation; Food science; Anatomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00008772783,0.0003702987,0.0002351623,0.0007026396,0.0008219699,0.0004747511,0.0002793007,0.0003946896,0.001856159],"category_scores_gemma":[0.0002387242,0.00009106062,0.0002936527,0.001088909,0.0002197689,0.0001318109,0.0002246711,0.000418102,0.0004601416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002163746,"about_ca_system_score_gemma":0.001504085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5742834,"about_ca_topic_score_gemma":0.737316,"domain_scores_codex":[0.9998994,0.000004372402,0.000004437192,0.00003239004,0.00003398921,0.00002542038],"domain_scores_gemma":[0.9997962,0.00002576667,0.00002247964,0.00001553039,0.0001026258,0.00003735591],"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":[0.000512659,0.0001065114,0.03565053,0.0002145463,0.00008092412,0.001592211,0.0005722747,0.0009662585,0.9314454,0.000324318,0.002075567,0.02645876],"study_design_scores_gemma":[0.00003878002,0.0001904231,0.8475259,0.00008616428,0.0001546013,0.00150278,0.002004607,0.005457981,0.08005605,0.0001442196,0.06274352,0.00009494119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627664,0.0008233276,0.002441811,0.0002306809,0.0000400783,0.00007589888,0.02776381,0.000178882,0.005679026],"genre_scores_gemma":[0.9364209,0.0006758561,0.005705534,0.0001839174,0.000009676078,0.00003563015,0.04669597,0.00009966473,0.0101729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4257166,"threshold_uncertainty_score":0.8564475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0997196215510321,"score_gpt":0.2611525226629215,"score_spread":0.1614329011118894,"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."}}