{"id":"W2130186146","doi":"10.1093/annhyg/meh069","title":"Evaluation and Further Development of EASE Model 2.0","year":2004,"lang":"en","type":"article","venue":"The Annals of Occupational Hygiene","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Egg Farmers of Canada","keywords":"Usability; Conceptual model; Computer science; Exposure assessment; Risk analysis (engineering); Environmental health; Medicine; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01722332,0.001453075,0.0009893248,0.002378744,0.0006024856,0.002747629,0.003538002,0.001068405,0.006634243],"category_scores_gemma":[0.04446594,0.0009099906,0.001935898,0.00108123,0.0005116077,0.003261846,0.001881011,0.002062524,0.001448295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001963987,"about_ca_system_score_gemma":0.003737463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01876802,"about_ca_topic_score_gemma":0.01262863,"domain_scores_codex":[0.9955152,0.002333458,0.0003457707,0.0003097416,0.001304395,0.000191484],"domain_scores_gemma":[0.9738434,0.01609941,0.0006448345,0.001924983,0.006976104,0.0005111491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002359446,0.0020404,0.04220078,0.003413871,0.0006800825,0.000926929,0.00274799,0.2894237,0.01581309,0.02819072,0.04382822,0.5683748],"study_design_scores_gemma":[0.0004219928,0.001700477,0.01069581,0.001122753,0.00046752,0.0003120111,0.0007673636,0.8777997,0.01363879,0.006771967,0.0859963,0.0003053175],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2344852,0.001568331,0.6936176,0.002666664,0.0007194011,0.004647918,0.006770618,0.02796727,0.02755697],"genre_scores_gemma":[0.2912411,0.001492715,0.6850196,0.0005038318,0.00007168331,0.002827929,0.01038417,0.002788306,0.005670746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01876802,"threshold_uncertainty_score":0.09108669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119139524311845,"score_gpt":0.3555203478283206,"score_spread":0.243606395397136,"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."}}