{"id":"W2807755852","doi":"","title":"Dynamic risk assessment of process operations","year":2017,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Memorial University of Newfoundland","keywords":"Process (computing); Process safety; Risk analysis (engineering); Bayesian network; Process safety management; Engineering; Computer science; System dynamics; Work in process; Risk management; Operations management; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00167576,0.0009944873,0.0006450572,0.001867136,0.0003355366,0.001991937,0.0009290136,0.0008075548,0.001929078],"category_scores_gemma":[0.005259981,0.0003591425,0.0008136282,0.001120611,0.0005146124,0.00171506,0.001164355,0.0009352575,0.0002751954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253816,"about_ca_system_score_gemma":0.001215138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003209539,"about_ca_topic_score_gemma":0.001364203,"domain_scores_codex":[0.9986172,0.000391344,0.00005294882,0.0002149804,0.0006267536,0.00009677247],"domain_scores_gemma":[0.9983052,0.0009960426,0.0002393574,0.0001030191,0.000312793,0.00004363202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000554167,0.00006091049,0.002826209,0.000111834,0.00009599954,0.00008811412,0.0001272959,0.8923566,0.002508464,0.03678424,0.000846385,0.06413846],"study_design_scores_gemma":[0.000003645569,0.000066657,0.001623239,0.00003335793,0.00003187024,0.00006828838,0.00008230335,0.971485,0.001125431,0.02353247,0.001925095,0.00002262762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09207828,0.001867238,0.8891224,0.0004830776,0.00006402042,0.0001140032,0.0002616557,0.0002276871,0.01578168],"genre_scores_gemma":[0.9500134,0.001991408,0.04199724,0.00003572664,0.00005322976,0.0001079051,0.0002762789,0.00004727089,0.005477511],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003209539,"threshold_uncertainty_score":0.009097099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05545064156994392,"score_gpt":0.3953486252869228,"score_spread":0.3398979837169789,"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."}}