{"id":"W6968436839","doi":"10.5281/zenodo.14618658","title":"Culicoides propinquus Macfie 1948","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":"","funders":"","keywords":"Holotype; Culicoides; Ceratopogonidae; Table (database); Taxonomy (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001877053,0.0001089588,0.0001062974,0.00003871181,0.001561941,0.0005447672,0.0007478235,0.00004943528,0.01379124],"category_scores_gemma":[0.0004123564,0.00005437114,0.00006157571,0.0006598666,0.0001115234,0.0001530729,0.0006899543,0.0001265138,0.004103499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005894527,"about_ca_system_score_gemma":0.000001827665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004971567,"about_ca_topic_score_gemma":0.000003228203,"domain_scores_codex":[0.9988447,0.000172126,0.0001582996,0.0003330505,0.0002043284,0.0002874883],"domain_scores_gemma":[0.9994301,0.00002868861,0.00004592631,0.0001104009,0.0002675538,0.0001173802],"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":[0.0001093107,0.0002745282,0.0001460451,0.00004331794,0.00004793797,0.00001582032,0.0001175557,0.000008584129,0.1626086,0.01614051,0.3136096,0.5068782],"study_design_scores_gemma":[0.0001213299,0.0001782158,0.04674794,0.00002272898,0.00001024954,0.00001028705,0.0001614483,0.00004874728,0.00107545,0.0004140419,0.9510922,0.0001173188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7108005,0.0004865548,0.000128862,0.005603983,0.0001497605,0.0007453763,0.0003706754,0.001811489,0.2799028],"genre_scores_gemma":[0.9966682,0.00007577518,0.00003443283,0.0004894845,0.0001342753,5.798017e-8,0.0007023187,0.00004131042,0.001854185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6374826,"threshold_uncertainty_score":0.9997379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306005226062167,"score_gpt":0.2384013757820689,"score_spread":0.2053413235214473,"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."}}