{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004743118,0.0001744636,0.0003053909,0.0004597865,0.0005854812,0.0003078821,0.0005641307,0.00007662234,0.02155383],"category_scores_gemma":[0.001120933,0.0001387568,0.00004609759,0.0007202678,0.0001863591,0.0001129801,0.0006266339,0.0001269274,0.0002680503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006538611,"about_ca_system_score_gemma":0.00003302755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000106686,"about_ca_topic_score_gemma":0.00001166747,"domain_scores_codex":[0.9983318,0.0002971062,0.0003732843,0.0003520467,0.0004052437,0.0002404546],"domain_scores_gemma":[0.9987267,0.0001647452,0.0001602479,0.0005352829,0.0003157134,0.00009727431],"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":[0.00005822258,0.0001780253,0.00001136211,0.0008204427,0.00005449205,0.00004167922,0.0000878437,8.859357e-7,0.00003288781,0.0002369937,0.9970769,0.00140023],"study_design_scores_gemma":[0.000659178,0.00009009532,0.0008019719,0.0006904029,0.00008450534,0.0001333464,0.0003282961,0.00001235749,0.00003320032,0.00002837303,0.9970229,0.0001153603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003019167,0.0006227721,0.000005341234,0.0005382617,0.00005854942,0.0005145406,0.9802532,0.00006556978,0.01763991],"genre_scores_gemma":[0.00610494,0.0001545779,0.00002848832,0.0003984805,0.0001642499,2.655775e-7,0.9919721,0.0001641808,0.001012653],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02128578,"threshold_uncertainty_score":0.9793406,"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."}}