{"id":"W6931014731","doi":"10.5281/zenodo.15389059","title":"TABLE 2 in The World Catalog of Biting Midges (Diptera: Ceratopogonidae): Additional Updates and Errata","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Subgenus; Extant taxon; Table (database); Ceratopogonidae; Genus","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004885033,0.00100973,0.0007988784,0.007901885,0.0006201572,0.001095882,0.0008500629,0.0004066574,0.4370665],"category_scores_gemma":[0.002700245,0.0004552599,0.0004991519,0.0150217,0.0002211,0.001982682,0.0008263742,0.001034506,0.279456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004494998,"about_ca_system_score_gemma":0.001031686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008495017,"about_ca_topic_score_gemma":0.01595648,"domain_scores_codex":[0.9995337,0.00004678736,0.00008551126,0.0001112193,0.0001729195,0.0000498582],"domain_scores_gemma":[0.9976543,0.0003785886,0.0003226473,0.0002195987,0.001241794,0.0001831819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003398792,0.00002086712,0.001742453,0.0005633704,0.000009337161,0.00002290668,0.00003505413,0.00003272132,0.0001837262,0.0005471792,0.9565559,0.04025254],"study_design_scores_gemma":[0.0000100278,0.000009436053,0.005511279,0.0002001912,0.000008503976,0.00009426883,0.00005322914,0.00002502415,0.00007420884,0.0002338714,0.9937727,0.000007320525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002143381,0.005606145,0.001609191,0.0006767879,0.002656606,0.0002560647,0.8841112,0.001728458,0.1012122],"genre_scores_gemma":[0.005052913,0.004384745,0.005251232,0.0009453638,0.0007056348,0.0003177283,0.8719651,0.0008096349,0.1105676],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4370665,"threshold_uncertainty_score":0.8029563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254145417631734,"score_gpt":0.2627747979021254,"score_spread":0.240233343725808,"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."}}