{"id":"W4377139282","doi":"10.3897/bdj.11.e103982","title":"Agapostemon fasciatus Crawford (Hymenoptera, Halictidae), a valid North American bee species ranging into southern Canada","year":2023,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Saskatchewan Museum","funders":"American Museum of Natural History","keywords":"Halictidae; Taxon; Hymenoptera; Geography; Ecology; Zoology; Range (aeronautics); Biology; Apoidea","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":[0.0001632515,0.0001951119,0.0001151712,0.0007528968,0.0009394846,0.0003879442,0.0001865567,0.0001032331,0.002094697],"category_scores_gemma":[0.0002633327,0.00008123438,0.00005498813,0.0007363626,0.0004712224,0.0002841826,0.000282574,0.0001536901,0.0003845778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009014261,"about_ca_system_score_gemma":0.0008596646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1867428,"about_ca_topic_score_gemma":0.6634362,"domain_scores_codex":[0.9999027,0.00001227076,0.000006232143,0.00002222555,0.0000378593,0.00001863342],"domain_scores_gemma":[0.9997856,0.00003568369,0.00007617988,0.00001856018,0.00004910696,0.00003492422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001696416,0.00007046595,0.6071835,0.0003747996,0.00003359693,0.001119282,0.00456654,0.0001052771,0.02138385,0.001233012,0.007904289,0.3558556],"study_design_scores_gemma":[0.000002167511,0.00003765018,0.9586408,0.00006732726,0.00001069395,0.0008336705,0.001419677,0.00004011149,0.0006347619,0.0001148274,0.03819211,0.000006223195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528082,0.006558829,0.0006610116,0.0004241857,0.00004243555,0.00007307272,0.001821392,0.00004615077,0.03756475],"genre_scores_gemma":[0.98283,0.004345776,0.002933857,0.0002132012,0.00001906438,0.00002590137,0.001736883,0.000007306714,0.007887926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8132572,"threshold_uncertainty_score":0.3713118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07618265117591665,"score_gpt":0.2106930612161411,"score_spread":0.1345104100402245,"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."}}