{"id":"W2095664209","doi":"10.11646/zootaxa.3736.5.1","title":"Revision of the Empis subgenus Enoplempis Bigot, east of the Rocky Mountains (Diptera: Empididae)","year":2013,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","funders":"Chongqing University of Arts and Sciences","keywords":"Subgenus; Biology; Zoology; Key (lock); Ecology; Taxonomy (biology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001289151,0.0001550264,0.0002213909,0.000008622383,0.0002221197,0.00004502966,0.0007539985,0.00008925641,0.002315093],"category_scores_gemma":[0.00004923837,0.00004084025,0.000261814,0.0004067548,0.0001654306,0.000134507,0.0002966847,0.0001367837,0.00006964161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002483048,"about_ca_system_score_gemma":0.00001284791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001325981,"about_ca_topic_score_gemma":0.0008462382,"domain_scores_codex":[0.9987656,0.0001083489,0.000354455,0.0002195358,0.0003101523,0.0002419222],"domain_scores_gemma":[0.9992352,0.00006992673,0.0002859939,0.0002290656,0.0001240574,0.00005577933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001304975,0.0002155908,0.2380792,0.00001997219,0.00001589893,4.912457e-7,0.0002722224,0.000001857729,0.04788648,0.0002375829,0.004946398,0.7083113],"study_design_scores_gemma":[0.00009539813,0.00009741003,0.372533,0.00006898106,0.0000231682,0.000003579773,0.0003610179,0.000005823636,0.01977706,0.00001359209,0.6069003,0.0001206772],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946735,0.0001230517,9.945849e-7,0.002027734,0.0002668998,0.0004420704,0.00006113153,0.00001669685,0.002387942],"genre_scores_gemma":[0.9977267,0.00001676443,0.00002412609,0.0002520709,0.0001393603,0.00001336945,0.000005556985,0.000001272116,0.001820731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7081906,"threshold_uncertainty_score":0.9985969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932444404619964,"score_gpt":0.2046780002028157,"score_spread":0.1853535561566161,"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."}}