{"id":"W2325494536","doi":"10.1097/01.ede.0000392523.21807.77","title":"Estimating Environmental Exposure to Pesticides Used on Canadian Golf Courses","year":2010,"lang":"en","type":"article","venue":"Epidemiology","topic":"Turfgrass Adaptation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chlorothalonil; Pesticide; Population; Census; Geographic information system; Geography; Environmental science; Database; Agricultural science; Environmental health; Environmental protection; Computer science; Cartography; Medicine; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006292112,0.0001336907,0.000178848,0.00005747402,0.0001542563,0.000007660534,0.0002031137,0.00008126922,0.005339484],"category_scores_gemma":[0.000828244,0.0001205253,0.00003848239,0.00006069081,0.0001343532,0.00005254271,0.0000736159,0.0001972141,0.003218166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351308,"about_ca_system_score_gemma":0.00001113392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02306223,"about_ca_topic_score_gemma":0.134899,"domain_scores_codex":[0.9987887,0.0001123907,0.0002349201,0.0003437893,0.00009825911,0.0004219881],"domain_scores_gemma":[0.9988816,0.0003922601,0.00006804467,0.0002650836,0.000001227662,0.0003917687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001458772,0.00008859149,0.7235842,0.000003480867,0.00001970065,0.00003378988,0.000733232,0.1540855,0.01088168,0.008435596,0.06385208,0.03826761],"study_design_scores_gemma":[0.0001426945,0.0001534573,0.8885709,0.00000373286,0.000007927614,0.000006423255,0.00009120785,0.003380365,0.00008633141,0.001218616,0.1061578,0.0001806045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781433,0.00000492375,0.002115188,0.009343888,0.0007866048,0.000248535,0.0000135694,0.00004456187,0.009299413],"genre_scores_gemma":[0.9654765,9.170463e-7,0.02348751,0.009879732,0.00009458084,0.00003380311,0.00001518494,0.00001260154,0.0009992077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1649867,"threshold_uncertainty_score":0.9975579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639650512622882,"score_gpt":0.2800236248684854,"score_spread":0.2536271197422565,"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."}}