{"id":"W2187279102","doi":"10.1073/pnas.1517092112","title":"Non-bee insects are important contributors to global crop pollination","year":2015,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":969,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Saskatchewan Museum","funders":"Natural Environment Research Council; Biotechnology and Biological Sciences Research Council; Universidad Nacional de Río Negro; Israel Science Foundation; Department for Environment, Food and Rural Affairs, UK Government; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Svenska Forskningsrådet Formas; University of New England; European Commission; Wellcome Trust; Consejo Nacional de Investigaciones Científicas y Técnicas; Directorate for Biological Sciences; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Vetenskapsrådet; National Science Foundation","keywords":"Pollinator; Pollination; Biology; Crop; Beneficial insects; Biodiversity; Ecology; Agroforestry; Pollen; Natural enemies","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":[0.0004080739,0.000277021,0.0004146933,0.0006435331,0.0004227641,0.0008618995,0.0001947479,0.0002799653,0.002689764],"category_scores_gemma":[0.0007319905,0.000140531,0.0003206212,0.0005918795,0.0003259413,0.000530754,0.0004874241,0.0002211291,0.0002520896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989036,"about_ca_system_score_gemma":0.0001941339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00187152,"about_ca_topic_score_gemma":0.006630894,"domain_scores_codex":[0.9997086,0.00006246792,0.00002493609,0.00007903624,0.0000749791,0.0000499699],"domain_scores_gemma":[0.9990745,0.0002917895,0.0003513215,0.0001210841,0.000102645,0.00005866302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003069527,0.00007003735,0.6958949,0.001528512,0.0005221944,0.0008029045,0.001465107,0.0003542479,0.11326,0.0009873206,0.0006956218,0.1841122],"study_design_scores_gemma":[0.000003424665,0.00006153704,0.9942964,0.00003981642,0.00006904005,0.0001888493,0.0003317378,0.0000585235,0.001174207,0.0002006894,0.003570881,0.000004805212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980246,0.01241525,0.0008713097,0.0001240125,0.00001670355,0.00002584381,0.0003964107,0.00002531487,0.005879153],"genre_scores_gemma":[0.993598,0.003686226,0.0009571981,0.0001313578,0.00002678898,0.00001958369,0.0003605142,0.00001251913,0.001207752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002689764,"threshold_uncertainty_score":0.008998215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07887159545109527,"score_gpt":0.2822327982616349,"score_spread":0.2033612028105396,"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."}}