{"id":"W6949485347","doi":"10.5281/zenodo.14612544","title":"Culicoides wirthomyia Vargas 1953","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Culicoides; Ceratopogonidae; Paratype; Taxonomy (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002432624,0.0001158394,0.0001134851,0.00004199219,0.001706525,0.0005742478,0.0007855921,0.00005133676,0.01683655],"category_scores_gemma":[0.0004534865,0.00005980282,0.00006864583,0.0007589867,0.0001071562,0.0001760851,0.0007173418,0.0001298004,0.004086007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005787375,"about_ca_system_score_gemma":0.000001773919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005420412,"about_ca_topic_score_gemma":0.000003818753,"domain_scores_codex":[0.9987726,0.0002012623,0.00016575,0.0003504743,0.0002104166,0.0002995015],"domain_scores_gemma":[0.9993843,0.00004001181,0.00004841964,0.0001169487,0.0002788979,0.0001314393],"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":[0.0001055556,0.0002882514,0.0001787063,0.00003721807,0.00005420218,0.00001602469,0.000139219,0.00000772896,0.2370676,0.02628111,0.31923,0.4165944],"study_design_scores_gemma":[0.0001204732,0.0001555008,0.05508598,0.00001965674,0.00001148375,0.00001016125,0.000176651,0.00004889919,0.0008240587,0.000465178,0.9429622,0.0001197471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6170835,0.0004615083,0.0001864334,0.004096794,0.0001356169,0.0005724743,0.0004160127,0.001804802,0.3752429],"genre_scores_gemma":[0.9967864,0.00007565253,0.00004116323,0.0004932914,0.000126058,4.165496e-8,0.0007515009,0.00004475105,0.00168113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6237323,"threshold_uncertainty_score":0.9995931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780304963314938,"score_gpt":0.2319344313341681,"score_spread":0.2041313817010187,"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."}}