{"id":"W4400619310","doi":"10.1101/2024.07.09.602765","title":"Structural variants underlie parallel adaptation following global invasion","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Laurentian University; University of Toronto","funders":"","keywords":"Adaptation (eye); Biology; Local adaptation; Parallel evolution; Evolutionary biology; Colonization; Genetic variation; Structural variation; Selection (genetic algorithm); Range (aeronautics); Genome; Genetics; Ecology; Gene; Phylogenetics; Population","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":[0.000221557,0.0001879416,0.0002296985,0.0003897034,0.0001990506,0.0004030141,0.0001633424,0.0003237379,0.001397873],"category_scores_gemma":[0.0005240811,0.0001436234,0.0002280583,0.0004158847,0.0004690418,0.000292726,0.00054594,0.0003949972,0.0001850817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297443,"about_ca_system_score_gemma":0.0001360227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225245,"about_ca_topic_score_gemma":0.002630584,"domain_scores_codex":[0.9998705,0.0000131771,0.000006784414,0.00006107563,0.00001627076,0.0000320296],"domain_scores_gemma":[0.9996225,0.000076504,0.0001728064,0.00004941123,0.00002872725,0.00005012764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000438346,0.00006999289,0.1980005,0.00006906249,0.0001577698,0.0005352187,0.0006273545,0.001415101,0.7812459,0.001000258,0.0002491356,0.01619128],"study_design_scores_gemma":[0.00001180414,0.00007793651,0.989318,0.000005128997,0.00003738871,0.000351094,0.0002190669,0.001256334,0.007392606,0.0006627997,0.0006526652,0.00001523478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988738,0.00007547547,0.0005340921,0.00001935229,0.000002283557,0.000002312792,0.00007330965,0.00001686686,0.0004025605],"genre_scores_gemma":[0.9993706,0.00004626569,0.000219705,0.00002295159,0.000003332569,0.000003001746,0.0001701245,0.000009376276,0.0001546303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001397873,"threshold_uncertainty_score":0.004676342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074925705798532,"score_gpt":0.2335082376782364,"score_spread":0.2127589806202511,"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."}}