{"id":"W2597883141","doi":"10.11646/zootaxa.3419.1.1","title":"A revision of Biting Midges of the Subgenera Forcipomyia (Metaforcipomyia) and F. (Saliohelea) from Costa Rica (Diptera: Ceratopogonidae)","year":2012,"lang":"en","type":"article","venue":"Zootaxa","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Subgenus; Biology; Ceratopogonidae; Zoology; Synapomorphy; Key (lock); Monophyly; Ecology; Taxonomy (biology); Phylogenetic tree","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":[],"consensus_categories":[],"category_scores_codex":[0.000177684,0.0001514099,0.0002725294,0.00001217859,0.0001410041,0.00002871708,0.0002475295,0.00007445577,0.0002938137],"category_scores_gemma":[0.0001575171,0.00005330911,0.0001491429,0.0003161313,0.0001189574,0.0001823406,0.0001920596,0.00008314097,0.00000774393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001255528,"about_ca_system_score_gemma":0.000008389927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009876789,"about_ca_topic_score_gemma":0.000193105,"domain_scores_codex":[0.9988257,0.0001280458,0.0003025625,0.0002112298,0.0002539106,0.0002785046],"domain_scores_gemma":[0.9991854,0.0002410358,0.000261416,0.0001128655,0.00008208756,0.0001171547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004629978,0.0001247489,0.6227086,0.0000290102,0.00003470438,6.315165e-7,0.0001525869,7.157999e-7,0.2905185,0.0007946981,0.0006799587,0.08490948],"study_design_scores_gemma":[0.0001290559,0.0001208716,0.9037032,0.00008764721,0.0000604783,0.000001910225,0.0001960283,0.00002804924,0.04381355,0.00004482267,0.05167171,0.000142751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993744,0.005030748,0.000002742832,0.0003042101,0.00008424433,0.0001919161,0.0001903859,0.00002266548,0.0004290428],"genre_scores_gemma":[0.9992486,0.0001528099,0.000155676,0.000135966,0.0002300805,0.000003822562,0.0000228136,0.000002082945,0.00004813989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2809945,"threshold_uncertainty_score":0.3217054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195611039973159,"score_gpt":0.2251875880936263,"score_spread":0.2032314776938947,"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."}}