{"id":"W3100887995","doi":"10.3390/insects11110791","title":"Morphological, Genetic and Biological Evidences to Understand Meromacrus Rondani Diversity: New Species and Early Stages (Diptera: Syrphidae)","year":2020,"lang":"en","type":"article","venue":"Insects","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Universidad de Alicante","keywords":"Biology; Taxonomy (biology); Larva; Genus; Zoology; Key (lock); Botany; Ecology","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":[0.0001944208,0.0002841474,0.0001580542,0.001679043,0.0002727243,0.0002135837,0.0002274115,0.0001772506,0.001189646],"category_scores_gemma":[0.0001922361,0.00008469789,0.000128306,0.000541059,0.0002918499,0.0003997117,0.000256246,0.0002126319,0.0002941082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721127,"about_ca_system_score_gemma":0.0001496063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002070919,"about_ca_topic_score_gemma":0.006351359,"domain_scores_codex":[0.9998846,0.00001888517,0.00001669888,0.00003411259,0.00002840592,0.00001730761],"domain_scores_gemma":[0.9998247,0.00002546023,0.00007574471,0.00001751517,0.00003218208,0.00002430725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001784666,0.0001322374,0.7583161,0.0003990257,0.00003815191,0.001278601,0.002845995,0.0001858256,0.1122709,0.0006305003,0.0004759549,0.1232481],"study_design_scores_gemma":[0.000001862152,0.0000775014,0.9942366,0.00003106743,0.00001383648,0.001191343,0.000654911,0.00008831856,0.001023403,0.0000657776,0.00260909,0.000006142262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897214,0.002774424,0.0006235976,0.00006790709,0.000009675483,0.00003361626,0.0004945508,0.00002634748,0.006248529],"genre_scores_gemma":[0.9958482,0.0007720446,0.002135013,0.00002121905,0.00001417391,0.00002589988,0.00053656,0.000002029444,0.0006449357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002070919,"threshold_uncertainty_score":0.004117727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107694775247744,"score_gpt":0.2250790368090574,"score_spread":0.114309559284283,"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."}}