{"id":"W4405093051","doi":"10.1021/acs.chas.4c00081","title":"Proceedings of the 2024 Advancing Chemical Safety and Security Education Symposium at the 27th IUPAC International Conference on Chemistry Education","year":2024,"lang":"en","type":"article","venue":"ACS Chemical Health & Safety","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University","funders":"National Nuclear Security Administration; U.S. Department of State; Sandia National Laboratories; U.S. Department of Energy","keywords":"Chemical nomenclature; Engineering ethics; Chemistry; Chemical safety; Library science; Engineering; Political science; Engineering physics; Computer science; Organic chemistry; Biochemical engineering","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":[0.0004312276,0.0003095969,0.0003176855,0.00002981335,0.0001678164,0.00005031222,0.000534589,0.0002078098,0.0004064631],"category_scores_gemma":[0.0001858122,0.0002068852,0.000143554,0.0003547106,0.0002274058,0.0001443105,0.0005393053,0.0008607404,0.00001470579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158755,"about_ca_system_score_gemma":0.0004304286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008255333,"about_ca_topic_score_gemma":0.000003602265,"domain_scores_codex":[0.9976646,0.00001558916,0.0007520242,0.000619168,0.0005174379,0.0004311427],"domain_scores_gemma":[0.9988696,0.0002209645,0.0002014094,0.0003140302,0.0001545071,0.0002394887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004272581,0.0003797591,0.0001021952,0.002975944,0.00009310249,3.209049e-7,0.0009819857,0.00002140529,0.9062901,0.03662331,0.03155943,0.02054526],"study_design_scores_gemma":[0.0005690475,0.0000279524,0.0001343931,0.002522162,0.00008789005,0.00005072224,0.0008324682,0.006440931,0.7725866,0.005057472,0.2111624,0.0005279693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5990101,0.004325663,0.0001892494,0.2220844,0.003649327,0.002176395,0.0005134154,0.0004910703,0.1675605],"genre_scores_gemma":[0.9891846,0.002718537,0.0001287296,0.00132979,0.000709067,0.00007685581,0.0001669011,0.00004584382,0.005639656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3901745,"threshold_uncertainty_score":0.8436533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006113701920203709,"score_gpt":0.2803873312626642,"score_spread":0.2742736293424605,"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."}}