{"id":"W4380372681","doi":"10.3390/insects14060541","title":"Are Appearances Deceiving? Morpho-Genetic Complexity of the Eumerus tricolor Group (Diptera: Syrphidae) in Europe, with a Focus on the Iberian Peninsula","year":2023,"lang":"en","type":"article","venue":"Insects","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Ministerio de Ciencia e Innovación; Universidad de Alicante","keywords":"Biology; Morpho; Peninsula; Zoology; Balkan peninsula; Ecology; Botany; Evolutionary biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002159731,0.0001036935,0.0001352159,0.0004566407,0.0001811946,0.0004148131,0.0001161092,0.0001461079,0.001153791],"category_scores_gemma":[0.0003644506,0.00006904035,0.00007637947,0.0002949672,0.0002298531,0.0002194703,0.00023066,0.0001385654,0.0001690472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399128,"about_ca_system_score_gemma":0.00005358211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00349194,"about_ca_topic_score_gemma":0.007315136,"domain_scores_codex":[0.9998667,0.00002756388,0.00001082894,0.00003971483,0.00002652437,0.00002857378],"domain_scores_gemma":[0.9997929,0.00001791646,0.0001269095,0.0000115667,0.00002891858,0.00002174534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002046055,0.00004407902,0.938023,0.00004267961,0.0000688698,0.0003668541,0.002509332,0.0000609138,0.009391914,0.0001149151,0.0003427881,0.04882998],"study_design_scores_gemma":[3.968478e-7,0.00001705555,0.9983808,0.000007000946,0.000005626883,0.0002396622,0.0008751835,0.00003549723,0.00009638268,0.00001582788,0.0003251805,0.000001538384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989594,0.0002988562,0.00003830525,0.00002457967,0.000002323308,0.000001424989,0.00004877922,0.000001462391,0.0006248216],"genre_scores_gemma":[0.9992959,0.0001991925,0.00007910744,0.00001980268,0.000002616658,0.000001599168,0.0000641881,0.000001120691,0.0003364516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00349194,"threshold_uncertainty_score":0.006943226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527137781428554,"score_gpt":0.2104531335180382,"score_spread":0.1577393553751829,"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."}}