{"id":"W2141671597","doi":"10.1371/journal.pone.0014280","title":"Towards a Global Barcode Library for Lymantria (Lepidoptera: Lymantriinae) Tussock Moths of Biosecurity Concern","year":2010,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; University of Guelph; Canadian Forest Service; University of British Columbia; Royal British Columbia Museum","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Genomics Institute; Ontario Genomics; Genome Canada; Canadian Food Inspection Agency; Smithsonian Institution; Tertiary Education Commission; U.S. Department of Agriculture","keywords":"Lymantria dispar; Subspecies; DNA barcoding; Biology; Barcode; Erebidae; Lepidoptera genitalia; Ecology; Evolutionary biology; Zoology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001472708,0.0002305534,0.0003893075,0.00003141125,0.0000776095,0.00002180114,0.0003930981,0.0004184791,0.0001323131],"category_scores_gemma":[0.0003089258,0.0002127172,0.0001882557,0.00008923092,0.0002381127,0.00001515256,0.0001967419,0.0001547351,0.00002023497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008563245,"about_ca_system_score_gemma":0.0001826811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002528128,"about_ca_topic_score_gemma":0.00002491455,"domain_scores_codex":[0.9986372,0.00005952782,0.0003501509,0.0004544015,0.0001201378,0.0003785626],"domain_scores_gemma":[0.9990537,0.00005860621,0.0001769213,0.0004669414,0.0001095264,0.000134352],"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":[0.00313826,0.005358643,0.2715108,0.0007787866,0.002919094,0.00001740739,0.0001867788,0.000001983227,0.6495502,0.01215184,0.00479472,0.04959144],"study_design_scores_gemma":[0.002953995,0.0009713937,0.002698809,0.00007700231,0.0002265046,0.00000929765,0.00002570261,0.0001749807,0.910032,0.002143485,0.08014912,0.000537664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705976,0.0006550222,0.0005836731,0.001083563,0.0002408296,0.0006571523,0.0008047008,0.00004888705,0.02532862],"genre_scores_gemma":[0.9876431,0.0001563864,0.01017078,0.0006198814,0.0007380211,0.00008509652,0.0003661105,0.0000222722,0.0001983706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.268812,"threshold_uncertainty_score":0.8674355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633921438379144,"score_gpt":0.2421975430578246,"score_spread":0.2158583286740332,"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."}}