{"id":"W4406382017","doi":"10.1093/ee/nvae125","title":"Wild bees show local spatial and temporal dynamics in southeastern US blueberry farmscapes","year":2024,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Natural Resources Conservation Service; U.S. Department of Agriculture","keywords":"Biology; Pollinator; Halictidae; Apidae; Species richness; Ecology; Nectar; Abundance (ecology); Apoidea; Habitat; Pollination; Hymenoptera; Pollen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006332299,0.0001298283,0.0001451785,0.00001458939,0.00006209287,0.00002872101,0.00008127421,0.00008476563,0.0002712683],"category_scores_gemma":[0.000001825951,0.00005609051,0.00003870822,0.00004775291,0.0002060139,0.00005549763,0.0001422238,0.0001178615,0.00007270033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004674998,"about_ca_system_score_gemma":0.000001331415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486732,"about_ca_topic_score_gemma":0.04588653,"domain_scores_codex":[0.9992418,0.00003512679,0.0001267508,0.0002752437,0.00009165207,0.0002293867],"domain_scores_gemma":[0.9998615,0.00005935191,0.00001736712,0.00001250104,5.702012e-7,0.00004873668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003490595,0.00006686692,0.9088327,0.000005639502,0.00001738228,0.0001522865,0.0001525202,0.000002177215,0.01257349,0.0001819317,0.00002683523,0.07795326],"study_design_scores_gemma":[0.0001260159,0.000285951,0.988432,0.00002071216,0.00001112445,0.0001095993,0.001421958,0.003542025,0.0001839627,0.0004037071,0.005262877,0.0002000545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973751,0.001277442,0.000009414508,0.0006560814,0.00007785473,0.00007668001,0.0001018273,0.00003328325,0.0003923687],"genre_scores_gemma":[0.9991374,0.0001626346,0.000008011955,0.00009478811,0.0001016612,0.000007622588,0.00008389838,0.000001259181,0.0004027082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07959931,"threshold_uncertainty_score":0.9715235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120878896535811,"score_gpt":0.184645574042417,"score_spread":0.1734367850770589,"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."}}