{"id":"W7133207830","doi":"10.2310/6620.2011.00011dd","title":"Exposure to Wet Work in Australian Workplaces","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006370099,0.00008487855,0.0001453846,0.0001158556,0.0000206879,0.00001007931,0.0000590923,0.00005756401,0.001167266],"category_scores_gemma":[0.00002737075,0.00007736573,0.00003497251,0.0003027073,0.00001608584,0.00007825931,0.00001682936,0.00009725978,0.0006732064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002151316,"about_ca_system_score_gemma":0.00002690683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008865595,"about_ca_topic_score_gemma":0.0001090218,"domain_scores_codex":[0.9993482,0.00001968097,0.0001933519,0.0001225389,0.0001445641,0.0001716421],"domain_scores_gemma":[0.9996521,0.00001691737,0.00002646901,0.0001510324,0.00003125409,0.0001222688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004989573,0.0001005037,0.8467446,0.00002861858,0.00001646573,0.0002104678,0.003077765,0.000004748562,0.00004817459,0.0003237818,0.1374798,0.01191522],"study_design_scores_gemma":[0.0003910667,0.0001119439,0.9333974,0.0001608233,0.000006768387,0.0000278349,0.0001588822,0.000001020209,0.001178001,0.00009775849,0.06438401,0.00008453668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695735,0.00006360428,0.00008092559,0.006000306,0.0001609488,0.0002368548,0.000007608052,0.00004615087,0.02383012],"genre_scores_gemma":[0.9872094,0.000006009589,0.005226131,0.003860218,0.000095235,0.00002452226,0.00002032315,0.0000101488,0.003548054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08665277,"threshold_uncertainty_score":0.9997458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291655574675739,"score_gpt":0.263624341147656,"score_spread":0.2344587836800821,"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."}}