{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001598127,0.00007758493,0.0001503799,0.00000962029,0.00003789221,0.0000117341,0.0001905972,0.00004301619,0.0003531267],"category_scores_gemma":[0.00002454442,0.00001942512,0.00004715019,0.0001692197,0.00008924746,0.0000888173,0.00005819695,0.00004939883,0.000009346631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006490514,"about_ca_system_score_gemma":0.00000282503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002092732,"about_ca_topic_score_gemma":0.0008137776,"domain_scores_codex":[0.9993376,0.00005497588,0.000201425,0.0001395022,0.000137891,0.0001286448],"domain_scores_gemma":[0.9996201,0.0001570912,0.00009493792,0.00006966375,0.0000316081,0.00002655478],"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":[0.00002321454,0.00008853363,0.2490022,0.000009686587,0.000002801818,0.000002213983,0.00009340005,1.062411e-7,0.003705115,0.0002005182,0.0001747298,0.7466975],"study_design_scores_gemma":[0.0001940955,0.0002286054,0.5252333,0.00008765656,0.000008973745,0.000004878328,0.0002123644,0.000001529323,0.002165856,0.00001448296,0.4717651,0.00008317454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997426,0.0001812219,0.000001099801,0.00108012,0.00003387755,0.0001336552,0.00002086446,0.000005225843,0.001117924],"genre_scores_gemma":[0.9995969,0.0001018423,0.00003640982,0.00009820154,0.00003883284,0.000003350914,0.000002739033,4.178454e-7,0.0001213325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7466143,"threshold_uncertainty_score":0.386649,"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."}}