{"id":"W3194491928","doi":"10.1289/isee.2021.p-151","title":"Hidden Health Hazards: Toxins in Museum Collections","year":2021,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mercury (programming language); Hazardous waste; Personal protective equipment; Archaeology; Engineering; Geography; Waste management; Computer science; Infectious disease (medical specialty); Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001391792,0.0001141587,0.0002123282,0.0001108748,0.0003882832,0.0002656521,0.00009176116,0.0000350878,0.002411129],"category_scores_gemma":[0.00008584604,0.0001145296,0.0000514165,0.0001077695,0.00008787565,0.0001650046,0.00004496451,0.000161337,0.00005620556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006996029,"about_ca_system_score_gemma":0.0005597163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00242999,"about_ca_topic_score_gemma":0.1067552,"domain_scores_codex":[0.9990409,0.00003808509,0.0003433377,0.0002093366,0.0001303109,0.0002380373],"domain_scores_gemma":[0.9993362,0.00006707005,0.00009599261,0.0001826809,0.0002564792,0.0000615935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002857931,0.0007308469,0.0006954008,0.0001609718,0.00009444883,0.0001931648,0.07021352,0.00009636648,0.0003268995,0.5604245,0.3357267,0.03130857],"study_design_scores_gemma":[0.0003685508,0.00008468541,0.04178731,0.0001640866,0.000007573188,0.000006400679,0.01348768,0.00002412181,0.0004995462,0.008253157,0.9350425,0.0002744066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3825586,0.0008415273,0.00007545608,0.04865995,0.0009104174,0.0004612266,0.0001305694,0.00038673,0.5659755],"genre_scores_gemma":[0.9692116,0.0003645515,0.000151376,0.001352107,0.0001143247,0.00004391837,0.0000199854,0.000009081495,0.0287331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5993158,"threshold_uncertainty_score":0.9985008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.081132222217535,"score_gpt":0.2881932471235544,"score_spread":0.2070610249060194,"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."}}