{"id":"W3127124614","doi":"10.3897/zookeys.1013.55600","title":"Minimalist revision and description of 403 new species in 11 subfamilies of Costa Rican braconid parasitoid wasps, including host records for 219 species","year":2021,"lang":"en","type":"article","venue":"ZooKeys","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Parasitoid; Holotype; International Code of Zoological Nomenclature; Zoology; Barcode; Nomenclature; Hymenoptera; Taxonomy (biology)","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":[0.0007441984,0.0006229102,0.0004389217,0.002835504,0.001612249,0.001108495,0.001368448,0.0004724276,0.005968255],"category_scores_gemma":[0.00114304,0.000253166,0.0003344,0.001722545,0.001530051,0.0009143514,0.001252728,0.0008506209,0.001301173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00253695,"about_ca_system_score_gemma":0.001978233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01184509,"about_ca_topic_score_gemma":0.04600495,"domain_scores_codex":[0.9995112,0.0001071372,0.00009634606,0.0001010909,0.0001325055,0.00005161304],"domain_scores_gemma":[0.99927,0.00008034421,0.0001983678,0.000175217,0.0002195683,0.00005659432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004971722,0.0001478709,0.0803427,0.002057585,0.0002223311,0.004155054,0.01284085,0.001501882,0.03336451,0.01168281,0.03024799,0.8229393],"study_design_scores_gemma":[0.00002373416,0.0002049396,0.3654702,0.001060172,0.0002448189,0.007820155,0.002798516,0.001514291,0.002680931,0.002276293,0.6158333,0.00007249247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8171301,0.02147731,0.02039964,0.003035728,0.001283161,0.000946152,0.007275878,0.001396454,0.1270556],"genre_scores_gemma":[0.9257344,0.006804543,0.03380687,0.0009602965,0.0005949388,0.0005339516,0.0078776,0.0001684601,0.02351886],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01184509,"threshold_uncertainty_score":0.0235523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06902947166679349,"score_gpt":0.2490470155458764,"score_spread":0.1800175438790829,"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."}}