{"id":"W2283574612","doi":"10.11646/zootaxa.4082.1.1","title":"Revision of Platycheirus Lepeletier and Serville (Diptera: Syrphidae) in the Nearctic north of Mexico","year":2016,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Guelph","funders":"","keywords":"Nearctic ecozone; Biology; Zoology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005493956,0.0004481759,0.000349689,0.001226644,0.0009396708,0.000739673,0.0007238259,0.0004019503,0.00205018],"category_scores_gemma":[0.0005374347,0.0001527979,0.0002899562,0.000665369,0.0007570516,0.0009056333,0.0005772161,0.0004881749,0.0004673107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062981,"about_ca_system_score_gemma":0.0009004376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03388089,"about_ca_topic_score_gemma":0.08776464,"domain_scores_codex":[0.9998382,0.00002042401,0.00003186928,0.00004659715,0.00004046373,0.00002249497],"domain_scores_gemma":[0.9995684,0.00003938848,0.0001601845,0.00004310058,0.0001377968,0.00005121778],"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":[0.0004102962,0.00007027481,0.2783157,0.00114456,0.0001475683,0.002053302,0.006317376,0.0004739277,0.01470476,0.001915258,0.0121725,0.6822745],"study_design_scores_gemma":[0.0000184243,0.0002544135,0.7707507,0.0006157231,0.0001997176,0.003311426,0.00271395,0.0003420974,0.0008403294,0.0003553629,0.2205777,0.00002014627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.87268,0.07640404,0.0046039,0.003514439,0.001502069,0.0001677717,0.002056784,0.000574792,0.03849609],"genre_scores_gemma":[0.9498503,0.02089011,0.01147371,0.001138811,0.0005394632,0.0001074531,0.003672403,0.00004173169,0.01228603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03388089,"threshold_uncertainty_score":0.06736737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218955601476955,"score_gpt":0.2135210371499379,"score_spread":0.1913314811351684,"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."}}