{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001540571,0.00009238077,0.0001175828,0.0006034747,0.00028464,0.0003495209,0.0001757425,0.0002166616,0.0008410753],"category_scores_gemma":[0.0004385492,0.0001308011,0.0001127491,0.0004774168,0.0001791934,0.0003104175,0.0003536749,0.0001894815,0.0001325399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000290616,"about_ca_system_score_gemma":0.0001493302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03905875,"about_ca_topic_score_gemma":0.1818801,"domain_scores_codex":[0.9998901,0.00001704318,0.000007853118,0.00004464795,0.00001600384,0.00002435356],"domain_scores_gemma":[0.9995585,0.00005280922,0.000206019,0.00002661728,0.0000848467,0.00007116526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002364009,0.0000106773,0.9957523,0.000007035488,0.00001799224,0.00003723907,0.0003827134,0.00002509986,0.001012496,0.000009182396,0.0002073195,0.002514251],"study_design_scores_gemma":[2.851967e-7,0.000004046751,0.9996061,0.000002043305,0.000001871596,0.00001501011,0.0002391241,0.00003503897,0.00001542824,0.000002252485,0.00007823283,5.340416e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994566,0.00008756525,0.00002891327,0.00002697224,0.000001378324,0.000002521334,0.0002100515,0.000002428219,0.0001834877],"genre_scores_gemma":[0.9993066,0.00007552921,0.00008191638,0.0000251388,0.000002735188,0.000007335165,0.000292164,0.000001423846,0.0002072015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03905875,"threshold_uncertainty_score":0.07766277,"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."}}