{"id":"W6893300339","doi":"10.5281/zenodo.15388993","title":"Ceratopogonidae","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":"Ceratopogonidae; Czech; 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":[0.0001857563,0.001147872,0.0005348516,0.001623904,0.00105031,0.0005024303,0.0005333923,0.0004576871,0.07574581],"category_scores_gemma":[0.0003947694,0.0003566912,0.0003574939,0.001453877,0.0006785176,0.0007912593,0.001165271,0.0008387715,0.03744676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006176679,"about_ca_system_score_gemma":0.0007396388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00601719,"about_ca_topic_score_gemma":0.01981584,"domain_scores_codex":[0.9998239,0.0000188926,0.00002165368,0.00006044525,0.00004903046,0.00002613071],"domain_scores_gemma":[0.9998062,0.00001096308,0.00005377606,0.00002219126,0.00008262977,0.00002423826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002276059,0.00007494275,0.008763338,0.001080583,0.00003640497,0.0002435151,0.001006431,0.0001638731,0.004684574,0.01034567,0.2435087,0.7298644],"study_design_scores_gemma":[0.000007822147,0.0000238634,0.007307035,0.00006050885,0.000006430807,0.0001995219,0.00006942643,0.00002007259,0.00008515167,0.000303375,0.9919134,0.000003261406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03083135,0.03840064,0.007571664,0.002713399,0.00593909,0.0009259951,0.02517595,0.002118789,0.8863232],"genre_scores_gemma":[0.2002214,0.03023035,0.02462551,0.002963627,0.001948583,0.001174108,0.04203458,0.000785055,0.6960167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07574581,"threshold_uncertainty_score":0.253395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706960467602328,"score_gpt":0.230592238046725,"score_spread":0.2035226333707017,"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."}}