{"id":"W2744890976","doi":"10.1002/ece3.3178","title":"Honey bee‐collected pollen in agro‐ecosystems reveals diet diversity, diet quality, and pesticide exposure","year":2017,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Acadia University","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Bee Research Fund; Acadia University","keywords":"Biology; Pollen; Pesticide; Overwintering; Honey bee; Pollinator; Neonicotinoid; Horticulture; Agronomy; Botany; Pollination; Imidacloprid","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001802712,0.0001586603,0.000157499,0.0009484428,0.0006204291,0.0005555337,0.0002136228,0.0001465509,0.0007167394],"category_scores_gemma":[0.0003582054,0.0001413291,0.0001335547,0.000819616,0.0003338486,0.0001396152,0.0002612857,0.0001617715,0.00008418247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105626,"about_ca_system_score_gemma":0.000516226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2396466,"about_ca_topic_score_gemma":0.5379151,"domain_scores_codex":[0.9998435,0.0000173941,0.000006697465,0.00003712727,0.00005398876,0.00004130479],"domain_scores_gemma":[0.9996314,0.00003988396,0.0001227879,0.00002012811,0.0001111282,0.00007468351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007267757,0.00002306302,0.9883066,0.00001229312,0.00005637648,0.00004682863,0.0002327532,0.00004150761,0.008952111,0.00001018208,0.00006250136,0.00218298],"study_design_scores_gemma":[2.496138e-7,0.00000533849,0.9998152,5.791039e-7,0.00000183045,0.00000930608,0.00005921866,0.00001561754,0.00006459848,0.000001125136,0.00002674788,3.664242e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994249,0.00005522285,0.00002495811,0.000004886516,3.251543e-7,0.000002813422,0.0002247908,0.000001355637,0.0002607186],"genre_scores_gemma":[0.9993696,0.00005224222,0.00009361545,0.000008911802,4.872507e-7,0.000002846387,0.0002988076,0.000001009033,0.0001724591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2396466,"threshold_uncertainty_score":0.4765034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05623844589550239,"score_gpt":0.2478188930170724,"score_spread":0.19158044712157,"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."}}