{"id":"W3037035060","doi":"10.1002/ecs2.3141","title":"Western bumble bee: declines in the continental United States and range‐wide information gaps","year":2020,"lang":"en","type":"article","venue":"Ecosphere","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Saskatchewan Museum; Ministry of Environment; Environment and Climate Change Canada","funders":"U.S. Geological Survey; U.S. Fish and Wildlife Service","keywords":"Occupancy; Endangered species; Wildlife; Geography; Ecology; Range (aeronautics); Habitat; Climate change; Habitat destruction; Vital rates; Population; Biology; Population growth; Demography","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":[],"consensus_categories":[],"category_scores_codex":[0.00006088243,0.00005659095,0.00007007772,0.000001460877,0.00007784757,0.00005196616,0.00007144223,0.00002074796,0.00009117011],"category_scores_gemma":[0.00002606047,0.00001751296,0.0000145788,0.0001382437,0.00001620748,0.0001608795,0.00003259894,0.00004859498,0.00006645489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002106254,"about_ca_system_score_gemma":6.17803e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004355102,"about_ca_topic_score_gemma":0.006994644,"domain_scores_codex":[0.9996697,0.00002038142,0.00009552006,0.00005012824,0.00005912614,0.0001051774],"domain_scores_gemma":[0.999813,0.0001132622,0.00002996336,0.000004685382,0.00001175792,0.00002736608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006508352,0.00002696575,0.9490767,0.00001653449,0.00000899616,0.000005248587,0.002317172,0.000005569932,0.001888477,0.00003615232,0.03581931,0.01073385],"study_design_scores_gemma":[0.0001118057,0.00005520366,0.839225,0.000006932522,0.000002888792,0.000001577287,0.0028795,0.00009173877,0.0000526532,0.00002226671,0.1574967,0.00005376663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899074,0.000475948,3.441677e-7,0.008704332,0.000009384701,0.00007820984,0.00003811159,0.00001918794,0.0007671117],"genre_scores_gemma":[0.9967349,0.0004126191,0.000006643835,0.002654322,0.0000779588,0.00000420901,0.00007753553,1.951082e-7,0.00003160001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216773,"threshold_uncertainty_score":0.3903176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02567203078311491,"score_gpt":0.1980034210493666,"score_spread":0.1723313902662517,"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."}}