{"id":"W2997871190","doi":"10.1016/j.psep.2019.11.043","title":"What went right","year":2019,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Process (computing); Process safety; Focus (optics); Risk analysis (engineering); Process safety management; Complement (music); Process management; Engineering; Knowledge management; Business; Computer science; Engineering ethics; Operations management; Work in process; Hazardous waste","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008634173,0.0001415515,0.0002181326,0.0001133355,0.0002876909,0.000210819,0.0001997046,0.00009121004,0.002856707],"category_scores_gemma":[0.00003815754,0.0001030835,0.00008813222,0.0002641625,0.00009040273,0.001515359,0.00008205558,0.0001660812,0.001296697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000563452,"about_ca_system_score_gemma":0.000007585745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001558018,"about_ca_topic_score_gemma":0.00001029009,"domain_scores_codex":[0.9980211,0.0000925444,0.0003958552,0.0005271475,0.0007767091,0.0001866689],"domain_scores_gemma":[0.9993803,0.00005971035,0.0001665048,0.0002908377,0.00001205915,0.0000905976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001082886,0.0003130613,0.0193819,0.00006088351,0.00009574355,0.000006472575,0.002466833,0.02997377,0.004817778,0.0003767558,0.00005414087,0.9413698],"study_design_scores_gemma":[0.003992395,0.001098679,0.1246017,0.0001978134,0.0001657269,0.0001927318,0.03617425,0.2758935,0.01468904,0.2473117,0.2937626,0.001919886],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.900731,0.002665584,0.07644618,0.00791466,0.001369198,0.001599378,0.00002433272,0.0001129403,0.009136696],"genre_scores_gemma":[0.9926848,0.002619258,0.00003127607,0.0001098929,0.00004679388,0.00002159554,0.000009224309,0.000008569375,0.004468593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9394499,"threshold_uncertainty_score":0.9994809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064903089088268,"score_gpt":0.2746227627822413,"score_spread":0.2539737318913587,"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."}}