{"id":"W2904706554","doi":"10.1093/ee/nvy105","title":"Pesticide Exposure Assessment Paradigm for Solitary Bees","year":2018,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"U.S. Environmental Protection Agency","keywords":"Megachilidae; Biology; Halictidae; Nest (protein structural motif); Hymenoptera; Apoidea; Apidae; Ecology; Risk assessment; Zoology; Pesticide; Pollinator; Pollen; Pollination","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008148048,0.0001148495,0.0001394157,0.000005365188,0.0002446295,0.00001039689,0.0001331978,0.000062438,0.0008013357],"category_scores_gemma":[0.000006124953,0.00004708801,0.00006412221,0.00002851569,0.0002004054,0.00004424947,0.00008447339,0.00004924035,0.0001040986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003237323,"about_ca_system_score_gemma":0.000001658535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004589828,"about_ca_topic_score_gemma":0.0003716391,"domain_scores_codex":[0.9992334,0.00003026677,0.0001252266,0.0002349423,0.0000893313,0.0002867898],"domain_scores_gemma":[0.9997481,0.0001324627,0.00004044113,0.0000191482,0.000002325705,0.00005756797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001288785,0.0003610615,0.3960645,0.000005452577,0.00007933834,0.00002252092,0.0001773331,0.000001133197,0.561479,0.003685489,0.003634993,0.03436029],"study_design_scores_gemma":[0.0001676244,0.001406929,0.9483758,0.000003045474,0.0000155706,0.00002582377,0.0001749417,0.00002892715,0.002342334,0.002431419,0.04488341,0.0001441535],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967805,0.0002355169,0.00002389451,0.0009095365,0.0001055191,0.0001682459,0.0001211095,0.00003142689,0.001624246],"genre_scores_gemma":[0.9981257,0.00006031511,0.0002534551,0.0004090765,0.0005008138,0.00004223521,0.00009534386,8.999749e-7,0.0005121958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5591367,"threshold_uncertainty_score":0.8774064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02860553679617977,"score_gpt":0.2355060151820938,"score_spread":0.206900478385914,"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."}}