{"id":"W2032530045","doi":"10.4039/n09-020","title":"New species in the<i>Lasioglossum petrellum</i>species group identified through an integrative taxonomic approach","year":2009,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Halictidae; Biology; DNA barcoding; Species complex; Taxonomy (biology); Zoology; Species group; Hymenoptera; Evolutionary biology; Ecology; Phylogenetic tree; Genetics","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":[0.0002395619,0.0002534213,0.0002297221,0.002070864,0.0007005519,0.0006762143,0.0005361259,0.0004523391,0.0019508],"category_scores_gemma":[0.0003536806,0.0001445661,0.0002704645,0.0008346217,0.0004839523,0.0007605307,0.0007914723,0.0003565047,0.0004973377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006039303,"about_ca_system_score_gemma":0.0003684537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00475768,"about_ca_topic_score_gemma":0.01086553,"domain_scores_codex":[0.9998682,0.0000147044,0.00002014075,0.00003796052,0.00003144142,0.0000275481],"domain_scores_gemma":[0.9997237,0.00004505015,0.0001045252,0.00003521026,0.00005835831,0.0000330211],"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":[0.0005654009,0.0001664898,0.2113027,0.0005656611,0.00008620655,0.006148954,0.00688211,0.001036647,0.2296837,0.001615537,0.001612073,0.5403345],"study_design_scores_gemma":[0.0001044441,0.001162504,0.8047766,0.0006024316,0.0002991556,0.020882,0.009092158,0.003344384,0.01919708,0.001919031,0.1384754,0.0001448602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869871,0.002202431,0.003063279,0.0002095778,0.00004168426,0.00007386003,0.0003181918,0.0002528229,0.006850936],"genre_scores_gemma":[0.9810998,0.0007960766,0.01496585,0.0001901759,0.00003699587,0.00007907226,0.001165522,0.00002037735,0.001646182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00475768,"threshold_uncertainty_score":0.009459972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07930885150129345,"score_gpt":0.2294049113731492,"score_spread":0.1500960598718558,"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."}}