{"id":"W4407534518","doi":"10.3897/jhr.98.143759","title":"Checklist of the apoid wasps (Hymenoptera, Apoidea excluding Anthophila) of Canada, Alaska and Greenland","year":2025,"lang":"en","type":"article","venue":"Journal of Hymenoptera Research","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alberta Museum","funders":"","keywords":"Hymenoptera; Apoidea; Biology; Sphecidae; Checklist; Zoology; Ecology; Paleontology","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":[0.0002247091,0.0005623802,0.0002630421,0.006332068,0.00219024,0.0005742317,0.0005894855,0.0001578543,0.005144099],"category_scores_gemma":[0.0006420788,0.0002139061,0.0001299069,0.006618148,0.0004389397,0.0003759651,0.000350097,0.0002190831,0.0007352084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004288742,"about_ca_system_score_gemma":0.01336242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9289461,"about_ca_topic_score_gemma":0.9742833,"domain_scores_codex":[0.9997926,0.00001243625,0.0000266289,0.00002512441,0.0001034662,0.00003983975],"domain_scores_gemma":[0.9989043,0.00005945204,0.0001382498,0.00002630576,0.000661488,0.0002102015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001979517,0.00006141757,0.651046,0.002625772,0.0001456603,0.001403065,0.00933616,0.0009616637,0.006563273,0.001305566,0.1046773,0.2216761],"study_design_scores_gemma":[0.000003849,0.0000364623,0.8775311,0.0003092481,0.00003099217,0.0004768062,0.003507836,0.00009932762,0.0001854819,0.00005950301,0.1177383,0.00002100458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7655854,0.02443109,0.001580794,0.0005195804,0.0002491091,0.0009659086,0.1314531,0.0004306255,0.07478435],"genre_scores_gemma":[0.7863141,0.03118254,0.01166643,0.0002711767,0.00005134945,0.0008606696,0.1205974,0.00007245183,0.04898388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07105392,"threshold_uncertainty_score":0.1429447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05588687064550418,"score_gpt":0.2817632946967897,"score_spread":0.2258764240512856,"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."}}