{"id":"W4322760742","doi":"10.1093/evlett/qrad002","title":"On the fast track: hybrids adapt more rapidly than parental populations in a novel environment","year":2023,"lang":"en","type":"article","venue":"Evolution Letters","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Academy of Finland","keywords":"Track (disk drive); Hybrid; Computer science; Fast track; Biology; Evolutionary biology; Operating system; Bioinformatics","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":[0.0006408023,0.0002846973,0.0003178065,0.0003784477,0.0006554202,0.0009060818,0.000393657,0.0008183246,0.004763562],"category_scores_gemma":[0.002434542,0.0001841533,0.0006427446,0.000274057,0.0006552356,0.001919294,0.001002783,0.0007416595,0.0005307583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005468704,"about_ca_system_score_gemma":0.0003055105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425873,"about_ca_topic_score_gemma":0.002021702,"domain_scores_codex":[0.999846,0.00004178696,0.000006095539,0.00005819803,0.00002349514,0.00002444994],"domain_scores_gemma":[0.9994393,0.0002461056,0.00009740829,0.0001033644,0.00003457067,0.00007923892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0007929747,0.0003502581,0.178904,0.0003059483,0.0007424779,0.001928391,0.001373698,0.5340474,0.113216,0.07320451,0.00423231,0.09090202],"study_design_scores_gemma":[0.0003013197,0.001750803,0.1725562,0.00007267547,0.0003808652,0.003173708,0.002399833,0.6406125,0.01457108,0.1478136,0.01608933,0.000278088],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819791,0.0001084675,0.01234128,0.0003912505,0.00003993614,0.00001260604,0.00008448348,0.00008685145,0.004956062],"genre_scores_gemma":[0.9952549,0.00008674641,0.003269601,0.0001242079,0.000009555733,0.00001949018,0.00009777329,0.00003340149,0.001104309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004763562,"threshold_uncertainty_score":0.01593572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177947388172961,"score_gpt":0.2316856084508875,"score_spread":0.2099061345691579,"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."}}