{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002053493,0.0001511326,0.0002161423,0.00002591125,0.001344318,0.0001906924,0.000812933,0.00002027283,0.00008901399],"category_scores_gemma":[0.00005093172,0.00006648367,0.00005357142,0.0006068963,0.00008593074,0.0002209604,0.0007317661,0.0001767924,0.0001777636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008606284,"about_ca_system_score_gemma":0.00003844316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3620493,"about_ca_topic_score_gemma":0.919754,"domain_scores_codex":[0.9987189,0.00005405255,0.0001602563,0.0002639329,0.0003932356,0.0004096859],"domain_scores_gemma":[0.9994684,0.00009186501,0.0001549794,0.00004717711,0.00006926354,0.0001683259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005278524,0.00001785197,0.7999959,0.000005407699,0.00008087991,0.000218352,0.0003893124,0.000002889338,0.003605131,6.873834e-7,0.1780152,0.01761562],"study_design_scores_gemma":[0.0001026218,0.00007603436,0.8358773,0.00001136058,0.00002645088,0.00002002203,0.004924906,0.0000159418,0.00003135094,0.000002516284,0.1587327,0.0001787623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931685,0.00008439128,7.762509e-7,0.00248369,0.0001732407,0.00005607889,0.003828093,0.00005324401,0.0001520389],"genre_scores_gemma":[0.9975967,0.0004056872,0.00003271013,0.0003619854,0.0004552394,3.695396e-7,0.0006405676,6.456204e-7,0.0005060448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5577047,"threshold_uncertainty_score":0.9999558,"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."}}