{"id":"W3133564782","doi":"10.11646/zootaxa.4938.2.3","title":"Re-description and systematic re-appraisal of the genus Kokkocynips Pujade-Villar &amp;amp; Melika, (Hymenoptera: Cynipidae: Cynipini), including new combinations of Nearctic species and the description of a new species from Panama","year":2021,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Biology; Nearctic ecozone; Monophyly; Hymenoptera; Panama; Taxonomy (biology); Genus; Phylogenetic tree; Zoology; Botany; Ecology; Clade","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005006637,0.0002113992,0.0005872201,0.00002625727,0.0002986,0.0001228576,0.0002897682,0.0001207126,0.0003173498],"category_scores_gemma":[0.0008698333,0.00008428319,0.0001533047,0.0004543918,0.000418841,0.0002111216,0.0002231699,0.0001726144,0.000005166259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003319869,"about_ca_system_score_gemma":0.00005045605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002336812,"about_ca_topic_score_gemma":0.007327222,"domain_scores_codex":[0.9979013,0.0005002181,0.0007036254,0.00030286,0.0003776858,0.0002143361],"domain_scores_gemma":[0.997678,0.001201222,0.0006080439,0.0002465218,0.0001675137,0.00009873354],"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":[0.0008496664,0.001324871,0.15467,0.004923318,0.001502722,0.000009112198,0.04901763,0.0001153783,0.6957709,0.0425827,0.01134049,0.03789324],"study_design_scores_gemma":[0.007882219,0.0007747253,0.5629243,0.008250904,0.001711454,0.00007642314,0.04477182,0.000386754,0.0387604,0.01373561,0.3191746,0.001550793],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908341,0.003507379,0.0001243304,0.002809265,0.0003177483,0.0005121054,0.00006964207,0.0000156011,0.0018098],"genre_scores_gemma":[0.9968895,0.0005580186,0.0004955604,0.00008010821,0.0002032949,0.00001316152,0.00003819585,0.000002593209,0.001719624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6570105,"threshold_uncertainty_score":0.4088762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0742165924693704,"score_gpt":0.2475211234340403,"score_spread":0.1733045309646699,"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."}}