{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003255098,0.00009685397,0.0002270223,0.0000141326,0.001496862,0.00004192565,0.0001241586,0.0001367074,0.00003201836],"category_scores_gemma":[0.0002012458,0.00004530536,0.00002498706,0.00005220663,0.0001224491,0.0001234272,0.0004426075,0.00008931329,0.000008626937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002935674,"about_ca_system_score_gemma":0.000003479573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025873,"about_ca_topic_score_gemma":0.1297567,"domain_scores_codex":[0.9992303,0.0001102957,0.0001512621,0.0002210485,0.00006664897,0.0002204426],"domain_scores_gemma":[0.9996137,0.0001693699,0.0001136241,0.00002190969,0.00002744463,0.00005394917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001969903,0.00003180719,0.9830631,0.00001032949,0.00001268641,0.000006928844,0.0001081893,1.537961e-7,0.01505806,0.0004245679,0.0009083248,0.000178844],"study_design_scores_gemma":[0.0002709956,0.000618636,0.996272,0.00002016006,0.00001115616,0.000005521473,0.000206962,0.00001954359,0.00001269774,0.002265699,0.0001842913,0.0001123206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961448,0.0004425443,2.794916e-7,0.002102814,0.00008794955,0.0001415713,0.00005181628,0.00002166143,0.001006571],"genre_scores_gemma":[0.999025,0.0002894726,0.000006230275,0.00005650594,0.0001273832,0.000007539806,0.0000103007,3.794784e-7,0.0004771463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1271694,"threshold_uncertainty_score":0.9998031,"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."}}