{"id":"W2028295312","doi":"10.3897/zookeys.479.9041","title":"A taxonomic study of Ooctonus (Hymenoptera, Mymaridae) from Heilongjiang, China","year":2015,"lang":"en","type":"article","venue":"ZooKeys","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Forest Service; Institute of Zoology, Chinese Academy of Sciences; Specialized Research Fund for the Doctoral Program of Higher Education of China; U.S. Forest Service; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Hymenoptera; China; Biology; Taxonomy (biology); Zoology; Key (lock); Botany; Ecology; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002734173,0.0005043184,0.0002562062,0.002253584,0.0008312874,0.0002991719,0.0003378488,0.0001465722,0.001211553],"category_scores_gemma":[0.0002485863,0.0001421143,0.0001719786,0.002222937,0.000562899,0.0005742143,0.0003772599,0.0001553487,0.0001787257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000822723,"about_ca_system_score_gemma":0.0011401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03586745,"about_ca_topic_score_gemma":0.07114954,"domain_scores_codex":[0.9998091,0.00002114194,0.0000394412,0.00004405366,0.00005571773,0.00003060222],"domain_scores_gemma":[0.9997,0.0000350103,0.0001603724,0.00001333361,0.00004622624,0.00004504269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001464212,0.00005150284,0.6351444,0.002851914,0.0001141703,0.00207054,0.006413885,0.0001862013,0.02100096,0.0005828558,0.001863598,0.3295736],"study_design_scores_gemma":[0.000003726426,0.00006575181,0.980738,0.0001455326,0.00004398765,0.001518597,0.001058778,0.00006200011,0.0003408027,0.00003645828,0.0159791,0.000007255322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486176,0.0450229,0.0003558348,0.0002279788,0.00006207246,0.00007756587,0.0007115068,0.00002162952,0.00490294],"genre_scores_gemma":[0.9655715,0.02933129,0.001529278,0.0002075758,0.00005052353,0.00003717695,0.001244822,0.000006224071,0.002021632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03586745,"threshold_uncertainty_score":0.07131737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968470058963864,"score_gpt":0.2141993166374218,"score_spread":0.1745146160477832,"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."}}