{"id":"W6911946623","doi":"10.5281/zenodo.15388936","title":"Culicoides (Jilinocoides) Chu 1809","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":"Royal British Columbia Museum","funders":"","keywords":"Subgenus; Taxonomy (biology); Taxon; Culicoides; China","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002600513,0.0001218603,0.0001221829,0.0000451128,0.001726387,0.0005841326,0.0008368487,0.00005526952,0.01671621],"category_scores_gemma":[0.0005505246,0.00006300827,0.00007438324,0.0007516068,0.0001159156,0.0001780237,0.0007215028,0.0001394948,0.005136006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006423007,"about_ca_system_score_gemma":0.000001907598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006000172,"about_ca_topic_score_gemma":0.000004212483,"domain_scores_codex":[0.9987277,0.0001911702,0.0001845816,0.0003669686,0.0002166525,0.0003128904],"domain_scores_gemma":[0.9993343,0.00004455983,0.00005208317,0.000124821,0.0003081991,0.0001360571],"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":[0.0001056659,0.0002712501,0.0001314831,0.0000389614,0.00004790951,0.00001385592,0.0001159014,0.000009332663,0.2075869,0.01599179,0.3258942,0.4497928],"study_design_scores_gemma":[0.000129505,0.0001540347,0.0554763,0.00002131708,0.00001153613,0.000009839857,0.0002039696,0.00005323755,0.001366176,0.0004271366,0.9420199,0.0001270395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7344314,0.0004354116,0.00008887004,0.003718169,0.0001159363,0.0005686271,0.0003556926,0.001562672,0.2587232],"genre_scores_gemma":[0.9965303,0.00008902336,0.00003386927,0.000550832,0.0001413056,5.602736e-8,0.0007697639,0.0000454738,0.001839404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6161257,"threshold_uncertainty_score":0.9995732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976292695038239,"score_gpt":0.236521951363904,"score_spread":0.2067590244135216,"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."}}