{"id":"W2023653752","doi":"10.1115/ipc2012-90571","title":"Types of Uncertainty and Their Impact on Target Risk or Reliability","year":2012,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Pipeline transport; Consistency (knowledge bases); Computer science; Pipeline (software); Risk analysis (engineering); Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01304835,0.001371933,0.001182906,0.003049838,0.0007189165,0.006525537,0.001861216,0.001975377,0.008256345],"category_scores_gemma":[0.05272564,0.0007649977,0.001966554,0.002315066,0.001672366,0.005253306,0.002693169,0.002663721,0.001362919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210331,"about_ca_system_score_gemma":0.001430479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972543,"about_ca_topic_score_gemma":0.0009800018,"domain_scores_codex":[0.9860169,0.004311881,0.0005939102,0.001164954,0.007112983,0.0007993636],"domain_scores_gemma":[0.9394699,0.05007378,0.00348652,0.003002293,0.003555185,0.0004122742],"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":[0.0005553777,0.0001987194,0.02045889,0.001011802,0.0005985902,0.0009860152,0.0008916902,0.5864208,0.003883884,0.2623636,0.003376632,0.1192539],"study_design_scores_gemma":[0.00005773368,0.0006303378,0.02943476,0.00095145,0.0005101478,0.001802501,0.002398112,0.3116037,0.01071749,0.6161852,0.02523019,0.0004782859],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.174824,0.01001644,0.6298451,0.004363009,0.0005549144,0.0005050564,0.003225557,0.0007215395,0.1759443],"genre_scores_gemma":[0.956538,0.003992767,0.03106797,0.0002984064,0.0002038756,0.0003415956,0.0006967909,0.0002828822,0.006577663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01304835,"threshold_uncertainty_score":0.0690071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009959721856822378,"score_gpt":0.2433116634727362,"score_spread":0.2333519416159138,"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."}}