{"id":"W4378908375","doi":"10.3897/bdj.11.e104657","title":"Range expansion of Bombus (Pyrobombus) bimaculatus Cresson in Canada (Hymenoptera, Apidae)","year":2023,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Saskatchewan Museum; University of Regina","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Apidae; Hymenoptera; Nova scotia; Range (aeronautics); Apoidea; Geography; Archaeology; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002159167,0.0001499976,0.0001557392,0.001140227,0.001781845,0.0005535154,0.0004167965,0.000141674,0.002866244],"category_scores_gemma":[0.0003655635,0.0001012392,0.0001237284,0.00130278,0.0005182272,0.0002324199,0.0004220924,0.0002948433,0.0002361633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008425055,"about_ca_system_score_gemma":0.008255615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9790817,"about_ca_topic_score_gemma":0.995968,"domain_scores_codex":[0.999833,0.00001090149,0.000003332553,0.0000374023,0.00004679436,0.00006846683],"domain_scores_gemma":[0.9995701,0.00002695347,0.00006353525,0.00001337424,0.000213929,0.0001121636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001583984,0.00004304173,0.8807243,0.0001891008,0.00007395583,0.0005883955,0.005264386,0.0004575712,0.00676709,0.0007877184,0.009704342,0.0952417],"study_design_scores_gemma":[0.000003842269,0.00001476456,0.9870901,0.00007406554,0.00001454431,0.0001953219,0.002710378,0.0001809557,0.0001642931,0.00004263228,0.00949929,0.000009852506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855738,0.002686953,0.000184361,0.0003757268,0.00002309224,0.00002740015,0.002181552,0.00002666458,0.008920354],"genre_scores_gemma":[0.9963279,0.0008392641,0.0003952412,0.0001313145,0.000002789565,0.0000102337,0.0005945108,0.000005896967,0.001692848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02091825,"threshold_uncertainty_score":0.06112838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09759221326741767,"score_gpt":0.2193434037105409,"score_spread":0.1217511904431232,"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."}}