{"id":"W6968290596","doi":"10.5281/zenodo.15388932","title":"Culicoides (Culicoides) Latreille 1809","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Subgenus; Culicoides; Taxonomy (biology); Ceratopogonidae; Fauna","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":[0.0001707311,0.0004560174,0.0001985625,0.001297316,0.000688692,0.0002513524,0.0004358329,0.0002844222,0.005461975],"category_scores_gemma":[0.0001567082,0.00008698602,0.0001090731,0.0004076924,0.0002031761,0.000403788,0.0003760829,0.0002956176,0.001856721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007424604,"about_ca_system_score_gemma":0.0002785616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04237428,"about_ca_topic_score_gemma":0.1081913,"domain_scores_codex":[0.9998834,0.00001192058,0.0000122766,0.0000313708,0.00003234325,0.00002869345],"domain_scores_gemma":[0.999885,0.00001099285,0.00003969469,0.000008283483,0.00003729739,0.00001870128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005784555,0.0002363859,0.4205688,0.0007366868,0.0001308132,0.002812459,0.002658947,0.0006081472,0.1288676,0.003280275,0.02009683,0.4194246],"study_design_scores_gemma":[0.00002262674,0.0002161853,0.8798334,0.000211953,0.00004805398,0.003011686,0.001002566,0.0004166056,0.002709524,0.0003054732,0.112203,0.00001892739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7835053,0.01568962,0.002406123,0.0004604893,0.0002863096,0.0003484845,0.007979448,0.0005971793,0.1887271],"genre_scores_gemma":[0.9739547,0.001724673,0.001714706,0.0002788116,0.00003785441,0.00008615635,0.006749063,0.00001284595,0.01544106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04237428,"threshold_uncertainty_score":0.08425528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744878514645965,"score_gpt":0.2327656844650529,"score_spread":0.2053168993185932,"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."}}