{"id":"W4299805367","doi":"10.11646/zootaxa.5192.1.1","title":"A revision of the Australian species of Howickia Richards (Diptera: Sphaeroceridae: Limosininae)","year":2022,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Genus; Context (archaeology); Zoology; Paleontology","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":[0.001438072,0.00103226,0.0008171612,0.002635794,0.002066765,0.001215339,0.001512948,0.001256023,0.006251683],"category_scores_gemma":[0.002875641,0.0004458434,0.0007602351,0.001105559,0.001921191,0.002602747,0.002101091,0.001772888,0.004077333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242303,"about_ca_system_score_gemma":0.002424094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324123,"about_ca_topic_score_gemma":0.02162285,"domain_scores_codex":[0.9990086,0.0001791126,0.0002021915,0.0001570905,0.0003708295,0.00008217571],"domain_scores_gemma":[0.9986165,0.0001441374,0.0002577735,0.0001748372,0.0006314628,0.0001754171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001903434,0.0001139322,0.00966705,0.00179799,0.00006251179,0.001399948,0.007838672,0.0002909943,0.009302685,0.005093362,0.1219979,0.8422446],"study_design_scores_gemma":[0.00001557061,0.0001860294,0.03515191,0.0005771478,0.00005333911,0.002294148,0.0009163416,0.0002068304,0.0004608806,0.0006161256,0.9594753,0.00004646795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2334729,0.2223459,0.04357546,0.0446126,0.1031397,0.002527884,0.007665544,0.005323292,0.3373367],"genre_scores_gemma":[0.5552934,0.1012498,0.07119569,0.0230554,0.01544626,0.00153507,0.009437484,0.0006551599,0.2221316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01324123,"threshold_uncertainty_score":0.02632833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924419894289049,"score_gpt":0.2230920567040282,"score_spread":0.1938478577611377,"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."}}