{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004841552,0.00006373151,0.00008769962,0.0000272972,0.00003006275,0.000002180886,0.00009493202,0.00002603959,0.00003829629],"category_scores_gemma":[0.00009844654,0.00004452427,0.00003221809,0.00008144215,0.00004330736,0.00004844584,0.00005694298,0.00003972699,0.000004441501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001903422,"about_ca_system_score_gemma":0.00007022402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001180623,"about_ca_topic_score_gemma":0.000002861325,"domain_scores_codex":[0.9991956,0.000009169712,0.0002266799,0.00008710712,0.0003974622,0.00008396672],"domain_scores_gemma":[0.9995294,0.0000366156,0.0000779707,0.0001147801,0.0002118315,0.00002945712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002764854,0.0002301883,0.0001388091,0.00009031754,0.0001412125,1.9439e-7,0.001770525,0.8691355,0.07043517,0.0170298,0.00008036454,0.04067146],"study_design_scores_gemma":[0.001033331,0.00002453486,0.01440496,0.00009870706,0.00006116152,6.392663e-7,0.00008280759,0.3143396,0.6424674,0.0270342,0.0002841067,0.0001685803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779847,0.0002672198,0.02006503,0.0007361035,0.00001222713,0.0001214919,0.000008103247,0.00001047911,0.0007946781],"genre_scores_gemma":[0.9956035,0.00002754912,0.004208717,0.00007303298,0.00001587144,0.00001129582,0.00001490648,0.000005082147,0.0000400298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5720322,"threshold_uncertainty_score":0.1815647,"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."}}