{"id":"W1986635840","doi":"10.1111/1755-0998.12038","title":"DNA barcoding and the taxonomy of <scp>M</scp>icrogastrinae wasps (<scp>H</scp>ymenoptera, <scp>B</scp>raconidae): impacts after 8 years and nearly 20 000 sequences","year":2012,"lang":"en","type":"article","venue":"Molecular Ecology Resources","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; Agriculture and Agri-Food Canada; University of Guelph","funders":"Division of Environmental Biology; Office of International Science and Engineering; Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"DNA barcoding; Biology; Barcode; Parasitoid; Hymenoptera; Lepidoptera genitalia; Taxonomy (biology); Biodiversity; Trophic level; Ecology; Taxon; Parasitoid wasp; Host (biology); Species complex; Zoology; Evolutionary biology; Phylogenetic tree","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":[0.0008944239,0.0002223559,0.0001366402,0.002428012,0.0004347643,0.0007956442,0.0003417431,0.000519842,0.00087736],"category_scores_gemma":[0.003743864,0.0001315556,0.0002246478,0.00307348,0.0005391624,0.00124472,0.0007631584,0.0005991477,0.0003608987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006574616,"about_ca_system_score_gemma":0.001049798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01632628,"about_ca_topic_score_gemma":0.02919534,"domain_scores_codex":[0.9988746,0.0002385745,0.0001009133,0.0002481317,0.0003962008,0.0001416608],"domain_scores_gemma":[0.9969112,0.0005535501,0.001378815,0.0001666909,0.000769595,0.0002201113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001938987,0.00006627906,0.6230692,0.0008369136,0.0001199957,0.0003290255,0.00395528,0.001871842,0.06162612,0.002857072,0.004136327,0.3009381],"study_design_scores_gemma":[0.000004721611,0.0001447869,0.9445918,0.0003810747,0.00006850182,0.0005387025,0.001967696,0.003239691,0.01372042,0.0007809737,0.03452465,0.00003702194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585722,0.01030556,0.01414289,0.001651687,0.0001932237,0.0001274162,0.006347816,0.00008876889,0.008570561],"genre_scores_gemma":[0.9545016,0.003800692,0.03104699,0.0004001293,0.00009038745,0.00008860437,0.007705037,0.0000220082,0.002344592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01632628,"threshold_uncertainty_score":0.03246248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142560049607967,"score_gpt":0.1936272996318874,"score_spread":0.1822016991358077,"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."}}