{"id":"W2991334122","doi":"10.1289/isee.2011.00383","title":"SURVEILLANCE OF AGRICULTURAL PESTICIDE USE AND POTENTIAL ENVIRONMENTAL EXPOSURE","year":2011,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Pesticide Residue Analysis and Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; University of British Columbia","funders":"","keywords":"Chlorothalonil; Hectare; Pesticide; Agriculture; Population; Geography; Census; Environmental science; Environmental protection; Agricultural science; Environmental health; Biology; Ecology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001150434,0.0001345608,0.000208469,0.000008418308,0.00007572918,0.00004135507,0.000146758,0.00007931613,0.0005580177],"category_scores_gemma":[0.00005225763,0.00005215333,0.00007025609,0.00006412235,0.000116228,0.0002241191,0.00005300803,0.0000854106,0.00001588424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006378284,"about_ca_system_score_gemma":0.000005956777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005058027,"about_ca_topic_score_gemma":0.0004360866,"domain_scores_codex":[0.9990634,0.00004710912,0.0002769737,0.0002336785,0.0001736982,0.000205088],"domain_scores_gemma":[0.9995245,0.0001003006,0.0001561327,0.00005810275,0.00004577578,0.0001151798],"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":[0.00005303405,0.0001967407,0.2362073,0.000008592876,0.00005235778,0.00003146107,0.0002291735,0.0002579312,0.7503465,0.0002434512,0.00005777669,0.01231571],"study_design_scores_gemma":[0.00008236973,0.0001181591,0.9938285,0.0000117665,0.00002059725,0.00001553157,0.0002292876,0.000004486613,0.005375552,0.0001277376,0.00005036927,0.0001356603],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991029,0.0001009297,0.000004143166,0.00007734488,0.00002884896,0.0000724951,0.00005894926,0.00001654398,0.0005378258],"genre_scores_gemma":[0.9995317,0.000185561,0.00008141842,0.00002681253,0.00004257524,0.000002532614,0.000050174,6.47315e-7,0.00007860787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7576212,"threshold_uncertainty_score":0.6109902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213948728431936,"score_gpt":0.1904179890219966,"score_spread":0.1582785017376772,"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."}}