{"id":"W4407863792","doi":"10.22543/0090-0222.2489","title":"Rediscovery of Eucerceris zonata (Say, 1823) (Hymenoptera: Crabronidae), a Species thought to be Extirpated in Canada","year":2025,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alberta Museum; Université Laval","funders":"","keywords":"Hymenoptera; Geography; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001611803,0.0001702362,0.0003008441,0.00002110096,0.0001597361,0.0000394147,0.0004831648,0.00004611833,0.0002022327],"category_scores_gemma":[0.00008204517,0.00005750847,0.00005307463,0.0006265558,0.0001297264,0.00005003803,0.0002594736,0.0001122678,0.000004691668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532703,"about_ca_system_score_gemma":0.00005755601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6012743,"about_ca_topic_score_gemma":0.981995,"domain_scores_codex":[0.9988728,0.0000789981,0.0002600532,0.00025633,0.0001984034,0.0003334563],"domain_scores_gemma":[0.9995108,0.0002741817,0.00006925187,0.00006569752,0.00003925457,0.00004080472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007883566,0.0002104487,0.7297078,0.00006852426,0.0001974759,0.0002278537,0.0007352653,0.0000903547,0.1497722,0.007571403,0.07505437,0.03557598],"study_design_scores_gemma":[0.0001262752,0.0001227824,0.931942,0.00006029701,0.00001688812,0.000004528179,0.001067904,0.0000113299,0.003962789,0.0002101909,0.06231628,0.0001586942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672682,0.0004963158,0.0000010325,0.00895764,0.00009994299,0.0002029647,0.0002672782,0.00002378768,0.0226828],"genre_scores_gemma":[0.9925107,0.000246121,0.0000100165,0.0008072134,0.00006010674,0.00002091448,0.00002962243,7.217661e-7,0.006314631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3807207,"threshold_uncertainty_score":0.4013808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04014367680062411,"score_gpt":0.2231558135777815,"score_spread":0.1830121367771574,"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."}}