{"id":"W2999629963","doi":"10.11646/zootaxa.4718.3.12","title":"A new species of Philetus Melander (Diptera: Empididae) from the Yukon Territory, Canada","year":2020,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Nearctic ecozone; Zoology; Genus; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001147086,0.0003328162,0.0002845564,0.001302122,0.003701089,0.0005816967,0.0004766349,0.0003841745,0.002268085],"category_scores_gemma":[0.0002574032,0.0002145289,0.0001924894,0.0009362084,0.0007595884,0.0004490172,0.0007863853,0.000611102,0.0002608738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003777826,"about_ca_system_score_gemma":0.0038888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6658342,"about_ca_topic_score_gemma":0.9298774,"domain_scores_codex":[0.999846,0.000005431607,0.00001092871,0.00004418075,0.00005366232,0.00003979919],"domain_scores_gemma":[0.9997938,0.00001581363,0.00002815952,0.00001526298,0.00009328295,0.00005367114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005235214,0.0001578973,0.4911405,0.0009004455,0.0001212213,0.01250969,0.02356134,0.0004116682,0.07090826,0.001287829,0.007662434,0.3908153],"study_design_scores_gemma":[0.00001910038,0.0001473567,0.9538051,0.0002226164,0.00005395755,0.006582242,0.004918878,0.0002469439,0.0009592229,0.00009875944,0.03290533,0.00004040845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834769,0.002146227,0.001009835,0.0002720692,0.00009650839,0.0001849876,0.001103125,0.0000673669,0.01164293],"genre_scores_gemma":[0.9891475,0.00142481,0.004028828,0.0002887944,0.00002860805,0.00006361918,0.001246856,0.00001468137,0.003756258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3341658,"threshold_uncertainty_score":0.6722674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918495055695666,"score_gpt":0.1885040723894333,"score_spread":0.1593191218324767,"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."}}