{"id":"W4205761167","doi":"10.7554/elife.70242","title":"Repeated origins, widespread gene flow, and allelic interactions of target-site herbicide resistance mutations","year":2022,"lang":"en","type":"article","venue":"eLife","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Max-Planck-Gesellschaft; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Society for the Study of Evolution","keywords":"Allele; Gene; Haplotype; Adaptation (eye); Population; Gene flow; Allele frequency; Mutation; Population genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001421441,0.00008397498,0.0001348949,0.00001717238,0.0004457394,0.00002017627,0.000134369,0.00001708714,0.0007648477],"category_scores_gemma":[0.0000402753,0.00004291331,0.00005462459,0.0003272294,0.00004324538,0.00007464413,0.00007525981,0.0001237256,0.00001775138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003817262,"about_ca_system_score_gemma":0.00001265718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705795,"about_ca_topic_score_gemma":0.002669764,"domain_scores_codex":[0.9991567,0.00006504762,0.0002374504,0.0002192088,0.0001790404,0.0001425282],"domain_scores_gemma":[0.9994832,0.0001791586,0.0001097315,0.00008106806,0.00008022124,0.0000666598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004098203,0.00008743001,0.002316784,0.000003545427,0.00002788462,0.000002896705,0.0002129131,0.0002577013,0.988738,0.001665011,0.003468852,0.003177988],"study_design_scores_gemma":[0.0003952564,0.0001318523,0.243909,0.00001642547,0.00004949691,0.00001890817,0.000724862,0.001251085,0.01715626,0.002087717,0.7339647,0.0002943354],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926931,0.0007934109,0.00007067509,0.004385291,0.00007616438,0.0002092816,0.0002317429,0.00007136937,0.001468996],"genre_scores_gemma":[0.9957137,0.00002239016,0.001430031,0.0004542324,0.00009309168,0.0001480459,0.0002306537,0.000001313806,0.001906575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9715818,"threshold_uncertainty_score":0.8374546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208018489207447,"score_gpt":0.2259469240805737,"score_spread":0.2138667391884992,"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."}}