{"id":"W2368862611","doi":"","title":"Analysis of Farmers Occupationally Exposed to Pesticides in Agricultural Production","year":2015,"lang":"en","type":"article","venue":"Northern Horticulture","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Pesticide; Agriculture; Logistic regression; Toxicology; Environmental health; Production (economics); Agricultural science; Agricultural productivity; Logit; Environmental science; Geography; Mathematics; Agronomy; Medicine; Economics; Biology; Statistics","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":[0.0002841934,0.0001276816,0.0002487535,0.00006644651,0.00005367532,0.00002932162,0.0001823443,0.00008740469,0.0001417293],"category_scores_gemma":[0.0003567401,0.00004445078,0.0001084996,0.002417665,0.00003333782,0.00009793249,0.00003579319,0.0001167661,0.00002629456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007208224,"about_ca_system_score_gemma":0.00002308064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007714066,"about_ca_topic_score_gemma":0.04996818,"domain_scores_codex":[0.9986332,0.000086071,0.0002849974,0.0002713965,0.0004673994,0.000256927],"domain_scores_gemma":[0.9991288,0.00006316275,0.00007974674,0.00005808731,0.0005046182,0.0001656155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008844151,0.0001241729,0.8287748,0.000004094814,0.00009813097,0.000003738316,0.001510984,0.006105709,0.1563976,0.00003952462,0.0002144221,0.00663851],"study_design_scores_gemma":[0.00007174689,0.0001750684,0.9938951,0.00001076555,0.00008583525,0.000001856911,0.002167109,0.00006580903,0.003023637,0.00005115226,0.0003184442,0.0001335459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977488,0.00005870116,0.00000275262,0.0008657587,0.00006864588,0.0002769855,0.00003001932,0.00002655896,0.0009217967],"genre_scores_gemma":[0.9992903,0.000003218402,0.00006858136,0.00005177912,0.000142003,0.00002623164,0.0002046547,7.876634e-7,0.0002124103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1651203,"threshold_uncertainty_score":0.9673674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04565178208086005,"score_gpt":0.2759066211044516,"score_spread":0.2302548390235915,"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."}}