{"id":"W3135316017","doi":"10.1098/rspb.2021.0212","title":"Wild insect diversity increases inter-annual stability in global crop pollinator communities","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agricultural Science and Technology Innovation Program; Fundação para a Ciência e a Tecnologia; Natural Environment Research Council; European Commission; Chinese Academy of Agricultural Sciences; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Natural Science Foundation of China; Sight Research UK; Deutsche Forschungsgemeinschaft; University of Reading; Biotechnology and Biological Sciences Research Council; Ministerie van Landbouw, Natuur en Voedselkwaliteit; University of Worcester","keywords":"Pollinator; Pollination; Biodiversity; Species richness; Ecology; Abundance (ecology); Ecosystem services; Biology; Agroforestry; Ecosystem; Geography; 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":[0.0008197208,0.0001059914,0.0002430369,0.001156259,0.0003238496,0.0006832823,0.0001820994,0.0002904944,0.0008694034],"category_scores_gemma":[0.002000868,0.000128812,0.0003035239,0.000738539,0.0005546813,0.000511996,0.0006341747,0.0002190121,0.00009721566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698774,"about_ca_system_score_gemma":0.0001257415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00219523,"about_ca_topic_score_gemma":0.00566132,"domain_scores_codex":[0.9997009,0.00007630516,0.00002348826,0.000112597,0.00003799701,0.00004868891],"domain_scores_gemma":[0.9982029,0.0004642851,0.0007669111,0.0002874787,0.0001469324,0.0001313975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008924975,0.00001809888,0.9768686,0.0000420818,0.0002155454,0.00009989236,0.0008358571,0.0002827091,0.01254814,0.00008624796,0.00009281807,0.008820753],"study_design_scores_gemma":[5.925053e-7,0.00001214876,0.9995294,0.000001968654,0.000009135134,0.00003148333,0.0001341219,0.00009536882,0.00008441993,0.00004074595,0.00005910042,0.000001568818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995242,0.00014729,0.0001107277,0.0000119429,0.000001069771,9.629053e-7,0.00005357297,0.000004319222,0.0001458616],"genre_scores_gemma":[0.9997213,0.00005418827,0.00009809281,0.00001097913,0.000002538899,0.000001443311,0.00008032955,0.000001625038,0.00002948782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00219523,"threshold_uncertainty_score":0.004364908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0725959076319508,"score_gpt":0.2290517401267721,"score_spread":0.1564558324948213,"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."}}