{"id":"W6943551458","doi":"10.17023/zfpe-sy33","title":"AESS Quarterly Email Blast 4th 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001149743,0.0002447821,0.0002103957,0.00008592371,0.00006489192,0.0001132931,0.0003165316,0.0001138426,0.0001743046],"category_scores_gemma":[0.000006893735,0.0002103021,0.0002237688,0.000185089,0.00006071008,0.0001113012,0.00003573626,0.0003585028,0.0008697853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381236,"about_ca_system_score_gemma":0.00000792605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005262543,"about_ca_topic_score_gemma":0.000008099542,"domain_scores_codex":[0.9984577,0.00002104699,0.0002923392,0.0004395941,0.0002919462,0.0004973811],"domain_scores_gemma":[0.9993128,0.00008209643,0.00003116304,0.0003667247,0.00001296107,0.0001942713],"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":[0.0002474659,0.0003503608,0.0001202675,0.001597546,0.0007442472,0.0006604432,0.006676114,0.004260661,0.2594874,0.002083207,0.6617302,0.06204215],"study_design_scores_gemma":[0.0006502906,0.00009129644,0.00006890753,0.0005957658,0.00008557091,0.00002644991,0.0008677139,0.03687151,0.01309678,0.00009565883,0.9469818,0.0005682226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7849761,0.003759637,0.05902575,0.009121313,0.005127394,0.0009860591,0.0001626749,0.003776809,0.1330642],"genre_scores_gemma":[0.9932664,0.00004461826,0.00008238616,0.0002305201,0.0005493998,0.00001933697,0.00003156919,0.00005567402,0.005720115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2852517,"threshold_uncertainty_score":0.9999081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008540657372782378,"score_gpt":0.2234412996867675,"score_spread":0.2149006423139852,"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."}}