{"id":"W2972690868","doi":"10.11646/zootaxa.4670.1.1","title":"Rhamphomyia Meigen of the Canadian Arctic Archipelago, Greenland and Iceland (Diptera: Empididae)","year":2019,"lang":"ceb","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Food Inspection Agency","funders":"","keywords":"Biology; Archipelago; Arctic; Zoology; The arctic; Ecology; Oceanography","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":[0.0002869555,0.00111071,0.0003614982,0.00232037,0.002463609,0.0007853733,0.0007512702,0.0002298569,0.004937355],"category_scores_gemma":[0.0005105479,0.0002086707,0.0003917954,0.002012036,0.0004273544,0.0004975797,0.0005893259,0.0005314927,0.00162732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00518827,"about_ca_system_score_gemma":0.007246705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9047911,"about_ca_topic_score_gemma":0.9637064,"domain_scores_codex":[0.9997275,0.00001426266,0.00002166946,0.00004787211,0.0001175853,0.00007099818],"domain_scores_gemma":[0.9996116,0.00001437993,0.00006880095,0.00003684111,0.000214045,0.00005450124],"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":[0.0005716472,0.00008859162,0.3000262,0.001415334,0.0003457617,0.001608761,0.004078945,0.0009042008,0.02800139,0.001768733,0.05357767,0.6076128],"study_design_scores_gemma":[0.000009301187,0.00005773308,0.7651318,0.0002636843,0.0001146572,0.0009506343,0.002058959,0.0001662943,0.001079352,0.0001101076,0.2300199,0.00003756029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6982152,0.05451732,0.003982965,0.001347176,0.00157815,0.001204655,0.06664315,0.0009615053,0.1715499],"genre_scores_gemma":[0.8370704,0.02742433,0.01738644,0.001197218,0.0001590522,0.000347964,0.04814987,0.0001578655,0.06810687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09520888,"threshold_uncertainty_score":0.1915391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594896670415239,"score_gpt":0.2019804120408573,"score_spread":0.1860314453367049,"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."}}