{"id":"W6962840600","doi":"10.17023/djnf-pd91","title":"AESS Quarterly Email Blast 2nd Quarter 2017","year":2024,"lang":"en","type":"article","venue":"IEEE RESOURCE CENTERS","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001140381,0.0002426456,0.000208187,0.0000852252,0.0000653043,0.0001156162,0.0003097945,0.0001156518,0.0002158545],"category_scores_gemma":[0.000007009643,0.0002098712,0.0002202446,0.0001810422,0.00006272881,0.0001115118,0.00003559775,0.0003539635,0.0007408765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329633,"about_ca_system_score_gemma":0.000007262911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005242759,"about_ca_topic_score_gemma":0.000009408646,"domain_scores_codex":[0.9984713,0.00002059559,0.0002927121,0.0004378234,0.0002867358,0.0004907982],"domain_scores_gemma":[0.9993172,0.00008421011,0.00003066021,0.0003626069,0.0000128851,0.0001923975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002613109,0.0003610451,0.0001399224,0.001698689,0.000792112,0.0007351244,0.007275205,0.004375516,0.2764086,0.001934546,0.6408902,0.06512769],"study_design_scores_gemma":[0.0006208718,0.00008373138,0.00009193901,0.0005567345,0.00008115407,0.00002609703,0.0008482964,0.03314783,0.01289134,0.0000940156,0.9510189,0.0005390959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483019,0.003165058,0.04162325,0.007702049,0.00416878,0.0007943852,0.0001319429,0.002843887,0.09126873],"genre_scores_gemma":[0.9939609,0.00004157574,0.00007748046,0.0002145342,0.000546006,0.00001866604,0.00002985928,0.00005436112,0.005056687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3101287,"threshold_uncertainty_score":0.9522716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00846060012267513,"score_gpt":0.2237630115311426,"score_spread":0.2153024114084675,"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."}}