{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002583676,0.0001199952,0.0001210711,0.0000455058,0.001708082,0.0005717506,0.0008188298,0.0000524797,0.01537115],"category_scores_gemma":[0.0004840771,0.00006146642,0.00007341065,0.0007567347,0.0001082573,0.0001892421,0.000703124,0.0001338784,0.004193431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006254974,"about_ca_system_score_gemma":0.00000176753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007811761,"about_ca_topic_score_gemma":0.000006024801,"domain_scores_codex":[0.9987543,0.0001961415,0.0001774236,0.0003541067,0.0002134726,0.0003045069],"domain_scores_gemma":[0.9993622,0.00004599723,0.00005028862,0.0001209538,0.0002892351,0.0001313083],"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":[0.000111573,0.0002992354,0.0001690799,0.0000352318,0.00005384743,0.00001361443,0.0001257566,0.000007686971,0.1510886,0.01332098,0.2927634,0.5420111],"study_design_scores_gemma":[0.000137071,0.000169552,0.04646632,0.00002274868,0.00001152504,0.00001130811,0.0001950537,0.0000486297,0.001169193,0.0004685209,0.9511724,0.0001277206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7457882,0.000425294,0.00008398631,0.003681772,0.00009871841,0.0004921309,0.0003288806,0.001425785,0.2476752],"genre_scores_gemma":[0.9964997,0.00009986242,0.00003555282,0.0005843852,0.00012103,4.92565e-8,0.0006797649,0.00004709723,0.001932562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.658409,"threshold_uncertainty_score":0.9995915,"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."}}