{"id":"W1999603027","doi":"10.1504/ijpse.2011.041560","title":"Framework of pipeline integrity management","year":2011,"lang":"en","type":"article","venue":"International Journal of Process Systems Engineering","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Integrity management; Pipeline (software); Process (computing); Engineering; Structural integrity; Computer science; Data integrity; Systems engineering; Risk analysis (engineering); Reliability engineering; Computer security; Mechanical engineering; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0002962208,0.0001423159,0.0002379389,0.0003665683,0.000006936211,0.00002014001,0.0005673075,0.00007399674,0.00001535896],"category_scores_gemma":[0.0001308516,0.0001358461,0.00007218104,0.0001465932,0.00001692737,0.0002309156,0.0000358026,0.0003552931,0.000001940147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166118,"about_ca_system_score_gemma":0.00001372574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000101358,"about_ca_topic_score_gemma":2.249797e-7,"domain_scores_codex":[0.9987596,0.000009102634,0.0006283896,0.00007722623,0.0003984013,0.0001272784],"domain_scores_gemma":[0.9990208,0.0000510165,0.0002169238,0.0001119307,0.0005437849,0.00005560107],"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":[0.0003678443,0.0007039826,0.04702586,0.01073975,0.00557556,0.001602802,0.01098528,0.190035,0.03526096,0.6830302,0.002015015,0.01265763],"study_design_scores_gemma":[0.00465215,0.001013823,0.04079256,0.0485117,0.0006818501,0.00728704,0.00415897,0.2772907,0.263694,0.3452247,0.002674738,0.004017803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1477846,0.0005625113,0.8421595,0.000008576871,0.002585736,0.0001214621,0.000007236957,0.0002597682,0.006510638],"genre_scores_gemma":[0.7753257,0.00003661872,0.2244168,0.000001951969,0.0001822745,0.000006212711,5.090683e-7,0.00002668983,0.000003276675],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6275411,"threshold_uncertainty_score":0.5539644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581274584278094,"score_gpt":0.2722252716251284,"score_spread":0.2464125257823474,"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."}}