{"id":"W134159573","doi":"10.11646/zootaxa.1033.1.1","title":"The world species of Balcha Walker (Hymenoptera: Chalcidoidea: Eupelmidae), parasitoids of wood-boring beetles","year":2005,"lang":"en","type":"article","venue":"Zootaxa","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"U.S. Department of Agriculture; College of Engineering, Michigan State University; Canadian Food Inspection Agency; U.S. Forest Service; Chittaranjan National Cancer Institute; Michigan State University","keywords":"Biology; Buprestidae; Hymenoptera; Emerald ash borer; Zoology; Parasitoid; Botany; Genus; Fraxinus","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":[0.0002664334,0.0005709921,0.0002276568,0.0009979559,0.0004282964,0.0005872365,0.0003610331,0.0002180962,0.006680569],"category_scores_gemma":[0.0007609733,0.00009640255,0.0001448226,0.000525027,0.0006187483,0.001333709,0.000451504,0.0004357421,0.00238536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003879313,"about_ca_system_score_gemma":0.0005234206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003499564,"about_ca_topic_score_gemma":0.01126457,"domain_scores_codex":[0.9999093,0.00002346768,0.0000148215,0.00001424908,0.0000258926,0.00001229235],"domain_scores_gemma":[0.9998017,0.00002367808,0.00005737152,0.00002114222,0.00006289447,0.00003328995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001562798,0.00006133917,0.05159024,0.0008275569,0.00005612669,0.0007155218,0.001265006,0.0003101404,0.01281554,0.007970623,0.01803527,0.9061964],"study_design_scores_gemma":[0.00001859886,0.0003514524,0.2488081,0.0007878173,0.0001280404,0.00687509,0.003399743,0.0005573918,0.001239308,0.004710485,0.7330906,0.00003325973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5815719,0.17761,0.01851257,0.005760931,0.005336323,0.0003527438,0.003057538,0.001159328,0.2066386],"genre_scores_gemma":[0.8378153,0.06798001,0.02783932,0.002241077,0.0006611392,0.0002147691,0.004327044,0.00009602869,0.05882517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006680569,"threshold_uncertainty_score":0.02234876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00932174549219632,"score_gpt":0.2260878075448279,"score_spread":0.2167660620526316,"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."}}