{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003191102,0.0006385657,0.0006986497,0.01082545,0.0008308692,0.0008852409,0.000675992,0.0002983319,0.06476735],"category_scores_gemma":[0.0006736889,0.0003943201,0.0002065272,0.01029881,0.0002207421,0.001132774,0.0007704158,0.0004009465,0.01702101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006593601,"about_ca_system_score_gemma":0.0016365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02795185,"about_ca_topic_score_gemma":0.06494704,"domain_scores_codex":[0.9998441,0.00001006239,0.00003003427,0.00003572003,0.00006123626,0.00001878028],"domain_scores_gemma":[0.9992791,0.00005210281,0.0001457771,0.00006665335,0.0003108978,0.0001454461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001573411,0.00006133364,0.01547407,0.002200634,0.00003773398,0.0003184365,0.0008735506,0.0002083043,0.004371835,0.003189047,0.5379186,0.435189],"study_design_scores_gemma":[0.00001307829,0.00002254278,0.03691334,0.0002699012,0.00001627494,0.0003397879,0.0001125695,0.00003726475,0.0001203285,0.0001661486,0.9619809,0.000007830067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.07378175,0.04739248,0.008926563,0.002271991,0.001962311,0.001638191,0.5590205,0.003465688,0.3015406],"genre_scores_gemma":[0.03784906,0.04235562,0.04184219,0.0008364908,0.0007735608,0.001485461,0.7226204,0.0003927722,0.1518445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9720482,"threshold_uncertainty_score":0.2166684,"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."}}