{"id":"W2501646967","doi":"10.1016/b978-075067847-6/50070-6","title":"Introduction to Pipeline Commissioning and Operations","year":2005,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Project commissioning; Pipeline (software); Computer science; Engineering; Political science; Publishing; Operating system; Law","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":[0.0001048297,0.0002601274,0.0003326391,0.0001582574,0.0001330047,0.00006547621,0.0001028038,0.0002593326,0.0008080857],"category_scores_gemma":[0.00002703519,0.0002285902,0.0001018621,0.00001742419,0.00005564142,0.00004492203,0.00004975798,0.0005360996,0.000133792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008904348,"about_ca_system_score_gemma":0.00001215607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001527313,"about_ca_topic_score_gemma":0.0001345751,"domain_scores_codex":[0.9991226,0.000008937258,0.0003169013,0.000273522,0.0001345317,0.0001435624],"domain_scores_gemma":[0.9994376,0.0000208804,0.00001863115,0.0003134054,0.00007612202,0.0001333611],"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":[0.000002519031,0.00000107923,2.944064e-7,0.00004576756,0.00006621582,0.000001270219,0.0001987397,0.008336087,0.0002127093,0.00185772,0.001970196,0.9873074],"study_design_scores_gemma":[0.00005271037,0.00001282314,0.000005118934,0.0001048909,0.0001127768,0.0000151475,0.0000109564,0.00442244,0.0001676232,0.0008085323,0.9940151,0.000271865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002392603,0.001221783,0.0002110435,0.001808646,0.0004795563,0.000252937,0.00002209347,0.0001968252,0.9955679],"genre_scores_gemma":[0.001766461,0.0002231467,0.0023089,0.0001677923,0.002499758,0.0000106087,0.00003863002,0.00004788396,0.9929368],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9920449,"threshold_uncertainty_score":0.9321638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009509680441773806,"score_gpt":0.2249237970909928,"score_spread":0.215414116649219,"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."}}