{"id":"W6893352662","doi":"10.5281/zenodo.15388941","title":"Culicoides (Trithecoides) Wirth & Hubert","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; China; Cannibalism; Period (music)","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":[0.0001297656,0.0007242137,0.0001723915,0.00163709,0.0004154047,0.0003467524,0.0002495059,0.0001724888,0.006687274],"category_scores_gemma":[0.0001468132,0.0001015303,0.0001371624,0.0006709222,0.000213224,0.0003528584,0.0003237268,0.0002375533,0.001534718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009917746,"about_ca_system_score_gemma":0.0004477996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0358045,"about_ca_topic_score_gemma":0.05164777,"domain_scores_codex":[0.9998943,0.00001143918,0.000009760029,0.00003198048,0.0000231845,0.00002927399],"domain_scores_gemma":[0.9999064,0.000006603656,0.00004097053,0.000009988325,0.00002160013,0.00001443078],"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":[0.000738489,0.0002335299,0.2074579,0.001086782,0.0003177924,0.002099989,0.001247624,0.0008683699,0.1228116,0.005881706,0.04406699,0.613189],"study_design_scores_gemma":[0.00004031338,0.0002038966,0.7471048,0.0004702953,0.0002548929,0.004100755,0.00125398,0.001748886,0.01881409,0.001105496,0.2248735,0.00002918211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7104225,0.07580291,0.005839166,0.001937039,0.0006637687,0.0005722939,0.02869838,0.0009626421,0.1751013],"genre_scores_gemma":[0.9433894,0.01434452,0.00248824,0.000424727,0.00007154975,0.0001141257,0.01122807,0.00003283982,0.02790653],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0358045,"threshold_uncertainty_score":0.0711922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02654711390019426,"score_gpt":0.2310895133703296,"score_spread":0.2045423994701353,"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."}}