{"id":"W2175567373","doi":"10.11646/zootaxa.637.1.1","title":"Distinctive new species of Atrichopogon Kieffer (Diptera: Ceratopogonidae) from Costa Rica","year":2004,"lang":"en","type":"article","venue":"Zootaxa","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"Chittaranjan National Cancer Institute; Danish e-Infrastructure Cooperation; Global Environment Facility; World Bank Group","keywords":"Biology; Zoology; Taxonomy (biology); Ceratopogonidae; Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001873096,0.000300319,0.0003055662,0.001247219,0.0008045366,0.0004362703,0.000383368,0.0002455705,0.002107893],"category_scores_gemma":[0.0003069001,0.000208264,0.0001753638,0.0007571854,0.0004887513,0.0003989677,0.0007131301,0.0003143597,0.0003487909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004680315,"about_ca_system_score_gemma":0.0002360179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288439,"about_ca_topic_score_gemma":0.09117874,"domain_scores_codex":[0.9998538,0.00001562789,0.00001978171,0.00004045599,0.00004326537,0.00002699132],"domain_scores_gemma":[0.999756,0.00002509404,0.0001069491,0.00004096054,0.00003927276,0.00003166846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004398282,0.0001354488,0.5486067,0.000727621,0.0001432578,0.004583463,0.008527098,0.000366267,0.06120123,0.001049164,0.002826976,0.3713928],"study_design_scores_gemma":[0.00001528905,0.0001049201,0.9730855,0.00007658724,0.00006008799,0.004739059,0.001176641,0.0001523777,0.0007499665,0.0001604079,0.01966139,0.00001782078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762079,0.003319796,0.000749647,0.0001389995,0.00004037054,0.00008821698,0.0004088159,0.00009539049,0.01895084],"genre_scores_gemma":[0.9920855,0.001495079,0.002772705,0.0002373545,0.00003530581,0.00005098117,0.000712699,0.00001196206,0.00259828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01288439,"threshold_uncertainty_score":0.02561879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807044148889956,"score_gpt":0.2131462137487881,"score_spread":0.1950757722598885,"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."}}