{"id":"W2011531918","doi":"10.1115/ipc2010-31331","title":"Cumulative Risk Assessment Conceptual Model","year":2010,"lang":"en","type":"article","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pipeline transport; Risk assessment; Natural gas; Pipeline (software); Asset (computer security); Mains electricity; Risk analysis (engineering); Risk management; Baseline (sea); Engineering; Risk management tools; Environmental science; Computer science; Business; Environmental engineering; Finance; Waste management; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005203702,0.002079848,0.0009754968,0.004285847,0.001413386,0.006540012,0.005529648,0.003362473,0.03015113],"category_scores_gemma":[0.008658385,0.0006811311,0.002089347,0.002473185,0.001965872,0.00582161,0.003458151,0.003126477,0.004292928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00464182,"about_ca_system_score_gemma":0.004870701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01969643,"about_ca_topic_score_gemma":0.01069044,"domain_scores_codex":[0.996812,0.001032951,0.000192054,0.0005243417,0.001106819,0.0003319073],"domain_scores_gemma":[0.9942984,0.002948222,0.0003932267,0.0003802378,0.001694519,0.0002854022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004172211,0.00009828612,0.001204804,0.0001312765,0.00006016516,0.0002881449,0.0002899882,0.3896244,0.0002536386,0.5737071,0.007874837,0.02642567],"study_design_scores_gemma":[0.00003725994,0.00007034052,0.0003741899,0.0001217814,0.00006083808,0.0002667126,0.0002928144,0.6388803,0.0003042328,0.3196916,0.03984456,0.00005555257],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01284514,0.0009828695,0.8514814,0.003430473,0.000258286,0.0005152363,0.002338346,0.000900353,0.1272479],"genre_scores_gemma":[0.6221401,0.003033937,0.2657528,0.0009526116,0.0004258299,0.001600928,0.003503585,0.0004187985,0.1021715],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03015113,"threshold_uncertainty_score":0.1008656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154257827753003,"score_gpt":0.4439931352710518,"score_spread":0.3285673524957515,"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."}}