{"id":"W6968528468","doi":"10.5281/zenodo.15388940","title":"Culicoides (Sinocoides) Chu","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Powdery Mildew Fungal 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; 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":[0.000261782,0.0001104553,0.000106709,0.00004345553,0.001872039,0.0005477082,0.0008236214,0.00005035977,0.01325726],"category_scores_gemma":[0.0005071076,0.00005641716,0.0000646268,0.0006884739,0.0001121961,0.0001757474,0.0007034533,0.0001282118,0.004157179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006332532,"about_ca_system_score_gemma":0.000001502014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000363514,"about_ca_topic_score_gemma":0.000001930927,"domain_scores_codex":[0.9988066,0.0001966376,0.0001643649,0.0003286124,0.0002012349,0.000302534],"domain_scores_gemma":[0.9994168,0.00004812586,0.00004495944,0.0001233902,0.0002365619,0.0001301976],"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":[0.00005853474,0.0001913118,0.0000754056,0.00002667306,0.00003313019,0.000008317299,0.0000887847,0.000008348589,0.1567239,0.008754848,0.3517971,0.4822336],"study_design_scores_gemma":[0.0001221943,0.00009224988,0.02562125,0.00002577956,0.000009555396,0.00001034795,0.0001778935,0.00004032571,0.001824554,0.0006397216,0.9713181,0.0001180022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6033875,0.0004519743,0.0001320771,0.004857188,0.0001654955,0.0005945886,0.000450137,0.001722245,0.3882388],"genre_scores_gemma":[0.9959999,0.00006797304,0.00003251609,0.0005928597,0.0001161734,4.445477e-8,0.0009176108,0.00004165505,0.002231237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.619521,"threshold_uncertainty_score":0.9994274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02631736072915053,"score_gpt":0.2292873073843859,"score_spread":0.2029699466552353,"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."}}