{"id":"W2771287014","doi":"10.1007/13836_2017_4","title":"Yeast Population Genomics Goes Wild: The Case of Saccharomyces paradoxus","year":2017,"lang":"en","type":"book-chapter","venue":"Population genomics","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Allopatric speciation; Biology; Population genomics; Genetic algorithm; Adaptation (eye); Evolutionary biology; Genomics; Population; Local adaptation; Natural selection; Adaptive evolution; Identification (biology); Genetics; Gene; Genome; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007382182,0.0003159618,0.0005468841,0.0003455698,0.0004896829,0.002095803,0.000683965,0.001073425,0.001211072],"category_scores_gemma":[0.001050018,0.0002341718,0.0003084245,0.0005708761,0.002082671,0.002482284,0.001149076,0.00283554,0.0004978912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007815802,"about_ca_system_score_gemma":0.000383914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614699,"about_ca_topic_score_gemma":0.002061497,"domain_scores_codex":[0.9997903,0.00004770521,0.000005226424,0.00004857249,0.00008353272,0.00002469764],"domain_scores_gemma":[0.9997652,0.0001528303,0.000008883088,0.00002190097,0.00002088224,0.00003022447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002494103,0.0001823767,0.001783756,0.0004140277,0.00005702953,0.002894934,0.002647039,0.005783439,0.1468913,0.4377213,0.01569443,0.3856809],"study_design_scores_gemma":[0.00003859958,0.0001557197,0.003561237,0.0001604445,0.00005858103,0.002484822,0.003017488,0.01123159,0.04921395,0.5574664,0.372532,0.00007913807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3702876,0.167655,0.1675719,0.05847309,0.002566898,0.00008082002,0.000419324,0.0009699509,0.2319754],"genre_scores_gemma":[0.7475471,0.07663318,0.09142849,0.006679476,0.0005830611,0.00007509317,0.0002911195,0.000384159,0.07637832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002095803,"threshold_uncertainty_score":0.005670786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828463292879343,"score_gpt":0.2478607966783543,"score_spread":0.2095761637495608,"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."}}