{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006924588,0.0002752153,0.000173173,0.002555454,0.0004646954,0.0006515547,0.0007875421,0.0001759345,0.00110181],"category_scores_gemma":[0.001294606,0.00010958,0.0001463258,0.005132545,0.0003056003,0.0001967013,0.0004052362,0.000188672,0.0002159807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005510089,"about_ca_system_score_gemma":0.007978357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8256272,"about_ca_topic_score_gemma":0.8540449,"domain_scores_codex":[0.9990655,0.00007650024,0.00006566943,0.000126543,0.0005351516,0.0001308357],"domain_scores_gemma":[0.9975243,0.0001345627,0.000585927,0.00005490107,0.001521001,0.0001793454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000699856,0.0000285262,0.9460101,0.0003387084,0.00006818515,0.0001335354,0.0004354489,0.0007332293,0.002028431,0.0001358594,0.003902548,0.0461155],"study_design_scores_gemma":[0.000004672453,0.00003966195,0.988382,0.00008207965,0.00003464204,0.0001619791,0.0004036798,0.0004919327,0.001228384,0.00004777287,0.009115045,0.000008228487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186509,0.004300418,0.002906383,0.0005401563,0.0000168516,0.000352915,0.04525662,0.00024059,0.02773516],"genre_scores_gemma":[0.9725884,0.003742968,0.003503218,0.0001521845,0.00001286845,0.0001301596,0.0161695,0.00001222957,0.003688428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8256272,"threshold_uncertainty_score":0.3507994,"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."}}