{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002747117,0.000123908,0.0001653816,0.00004412443,0.0001603287,0.00001080484,0.000338349,0.00004053686,0.002394715],"category_scores_gemma":[0.0000188572,0.00009095496,0.00006886253,0.0002354853,0.0004163065,0.0001233534,0.0002510094,0.00009842743,0.0003695072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000760284,"about_ca_system_score_gemma":0.000005391692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001666836,"about_ca_topic_score_gemma":0.004839508,"domain_scores_codex":[0.9989708,0.00003876494,0.000293454,0.000189746,0.0002263821,0.0002808316],"domain_scores_gemma":[0.999357,0.0001106438,0.0001588402,0.0003224426,0.00000791192,0.00004316929],"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":[0.0002935147,0.001083602,0.2572137,0.000127937,0.0004081329,0.00003041538,0.004460049,0.01080186,0.03492454,0.1790831,0.0505276,0.4610455],"study_design_scores_gemma":[0.0003201223,0.00009797722,0.3544167,0.00002093358,0.00002679571,0.000001980288,0.0002248218,0.0001654269,0.0256319,0.0003802734,0.6185542,0.0001588642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8394403,0.0002156092,0.0000465668,0.0003877991,0.0001880684,0.0001666865,0.000002699324,0.00001903425,0.1595332],"genre_scores_gemma":[0.9717021,0.0001231742,0.0005854505,0.0001144469,0.00008155662,0.00001660891,0.000001347842,0.000009381049,0.02736595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5680265,"threshold_uncertainty_score":0.9985172,"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."}}