{"id":"W2056780765","doi":"10.1109/mpul.2013.2244673","title":"Safety, BME Style [From the Editor]","year":2013,"lang":"en","type":"editorial","venue":"IEEE Pulse","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Style (visual arts); Engineering ethics; Engineering; History; Archaeology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002157342,0.0005077096,0.0005101969,0.00002862558,0.0001409218,0.0001121772,0.001253331,0.001091951,0.002034321],"category_scores_gemma":[0.0005867817,0.0003432605,0.0002872743,0.0001526834,0.00009209751,0.0001118898,0.0003385349,0.001842952,0.002485096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002866867,"about_ca_system_score_gemma":0.00005619618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001943024,"about_ca_topic_score_gemma":0.00004972762,"domain_scores_codex":[0.9971731,0.00004173001,0.0005350083,0.0006222836,0.00104312,0.0005847974],"domain_scores_gemma":[0.9965766,0.001940782,0.0001708693,0.00100291,0.0001199436,0.000188902],"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":[0.00004039918,0.000047479,6.509584e-7,0.00006011496,0.0001625624,0.000006683425,0.00006511762,0.0001803266,0.001435693,0.00003000096,0.9954539,0.002517072],"study_design_scores_gemma":[0.0004894501,0.00001258509,0.000005058728,0.0001493899,0.0001344736,1.577905e-7,0.00001831024,0.0008054986,0.001191554,0.000262116,0.9964508,0.000480568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005235132,0.0006493505,0.0005669285,0.0008189763,0.9911767,0.0003639631,0.0006714071,0.0002600683,0.005440263],"genre_scores_gemma":[0.00041239,0.0008505902,0.0001010728,0.0001209494,0.9843165,0.00009718953,0.0009709658,0.0001125937,0.01301779],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.007577529,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005677258667121457,"score_gpt":0.2190276493178885,"score_spread":0.2133503906507671,"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."}}