{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000133324,0.0001520071,0.0001075533,0.0009177226,0.002372326,0.0007235504,0.0002976683,0.0002112425,0.001977266],"category_scores_gemma":[0.0003070342,0.00009863114,0.0001024069,0.0008169805,0.0009490733,0.0002613647,0.0004201507,0.0004789458,0.0001893067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005826298,"about_ca_system_score_gemma":0.006600806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9518009,"about_ca_topic_score_gemma":0.9899156,"domain_scores_codex":[0.9998671,0.000006554558,0.00000285482,0.00001956456,0.00005720082,0.00004668465],"domain_scores_gemma":[0.999598,0.0000312481,0.00007464939,0.00001734346,0.0001899374,0.0000889181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003205325,0.00003996002,0.7247339,0.0003763762,0.00006303968,0.004135612,0.0225492,0.0003273609,0.02981148,0.002112391,0.01022015,0.2053099],"study_design_scores_gemma":[0.000002187702,0.00002241672,0.9613188,0.00006327611,0.00001638889,0.0009835307,0.005863008,0.0001258227,0.0009086816,0.0000568771,0.03062648,0.00001266428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749334,0.004868409,0.0002649183,0.0005951602,0.00003135279,0.00002341509,0.0006484541,0.00002706362,0.01860783],"genre_scores_gemma":[0.9911028,0.002454361,0.0004416971,0.0002644077,0.000004934842,0.000003911719,0.0003448876,0.000005373349,0.005377589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04819906,"threshold_uncertainty_score":0.09696579,"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."}}