{"id":"W2245180194","doi":"10.11646/zootaxa.2273.1.1","title":"Catalog of the New World Biting Midges North of Mexico (Diptera: Ceratopogonidae)","year":2009,"lang":"en","type":"article","venue":"Zootaxa","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Ceratopogonidae; Subgenus; Biology; Biting; Zoology; Genus; Mexican State; Ecology","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":[0.00004601525,0.0001034182,0.0001647061,0.00001061987,0.00008011206,0.00001745342,0.0003098534,0.00002865467,0.0002206712],"category_scores_gemma":[0.00006655238,0.00003360575,0.0001355925,0.0004935216,0.00005523697,0.00007537263,0.00005553235,0.00006657571,0.0000118047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000947402,"about_ca_system_score_gemma":0.00001767328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008696484,"about_ca_topic_score_gemma":0.006623465,"domain_scores_codex":[0.9992213,0.00003863171,0.0002157936,0.0001623299,0.0001832358,0.0001786982],"domain_scores_gemma":[0.9995638,0.00007136018,0.0001609391,0.0000781632,0.00005207862,0.00007368346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004988847,0.0002397789,0.6355612,0.00001521186,0.00002516818,0.000004149807,0.0001392904,0.00001629122,0.1758166,0.002167006,0.0072064,0.1787591],"study_design_scores_gemma":[0.00006369208,0.0001232003,0.962189,0.00002967717,0.00001415326,0.000001057956,0.0000368816,0.000005056434,0.02077054,0.0001234051,0.01656071,0.00008262364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950958,0.0004292811,6.033583e-7,0.001707769,0.00004472626,0.0001046448,0.00005289105,0.00002509087,0.002539158],"genre_scores_gemma":[0.9988613,0.00001038683,0.00003369288,0.00041421,0.0001418286,0.000001101751,0.00001511425,6.216728e-7,0.0005217911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3266279,"threshold_uncertainty_score":0.3696049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620935691794565,"score_gpt":0.215557029253123,"score_spread":0.1993476723351774,"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."}}