{"id":"W2010455888","doi":"10.3897/zookeys.50.485","title":"World species of the genus Platyscelio Kieffer (Hymenoptera: Platygastridae)","year":2010,"lang":"en","type":"article","venue":"ZooKeys","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agricultural Research Development Agency; National Science Foundation","keywords":"Sierra leone; Geography; Tanzania; Genus; Hymenoptera; Key (lock); China; New guinea; Zoology; Ecology; Biology; Ethnology; Archaeology","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":[0.00009644586,0.0005240808,0.0001612008,0.0007320522,0.0006390102,0.0004160386,0.0003028616,0.0001999401,0.006892073],"category_scores_gemma":[0.0002082551,0.000113206,0.0001225751,0.0005411542,0.0004419445,0.0008250169,0.0006366546,0.0003327787,0.001294603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057708,"about_ca_system_score_gemma":0.0002495388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004201643,"about_ca_topic_score_gemma":0.008028151,"domain_scores_codex":[0.9999453,0.000005698599,0.000005415301,0.00001355058,0.00001804541,0.0000121285],"domain_scores_gemma":[0.999944,0.000008462664,0.00002490394,0.000005401939,0.000007111911,0.0000100515],"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":[0.0003674278,0.00006469356,0.08683822,0.0007546407,0.00006917834,0.002189034,0.004932213,0.0003771457,0.02346651,0.003287473,0.0142425,0.863411],"study_design_scores_gemma":[0.00005800112,0.0005024509,0.6354045,0.0005988897,0.0001704707,0.01149288,0.004320262,0.000687202,0.002902019,0.001991221,0.3418313,0.00004081939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8465821,0.05427427,0.004052871,0.0005297681,0.0004050187,0.0002884432,0.001614204,0.0007603283,0.09149297],"genre_scores_gemma":[0.9653154,0.01298732,0.004896381,0.0004545171,0.0001811997,0.00008216983,0.001805956,0.00002838398,0.01424874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006892073,"threshold_uncertainty_score":0.02305633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147901311273028,"score_gpt":0.1865122302517158,"score_spread":0.1717220991244131,"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."}}