{"id":"W4415622915","doi":"10.55274/r0000154","title":"PR214-233810-R01 Revised PRCI Pipeline and Facility Threat Categories","year":2025,"lang":"","type":"report","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Documentation; Integrity management; Variety (cybernetics); Threat assessment; Pipeline transport","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01230464,0.001832779,0.0008787978,0.009434944,0.004067461,0.009105287,0.004870092,0.006859976,0.09427971],"category_scores_gemma":[0.03575398,0.001278981,0.001353844,0.00492807,0.001288228,0.003483815,0.003005974,0.00646734,0.110098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01047618,"about_ca_system_score_gemma":0.0290454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09689192,"about_ca_topic_score_gemma":0.08119874,"domain_scores_codex":[0.9728786,0.001715913,0.001074372,0.0008423252,0.02186307,0.00162568],"domain_scores_gemma":[0.9306611,0.003070815,0.002072208,0.002517994,0.06003032,0.001647537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004914237,0.00009327361,0.0008813548,0.0002163343,0.000007166115,0.0001663838,0.0001881091,0.0007140731,0.0008154271,0.007677803,0.9506541,0.03853689],"study_design_scores_gemma":[0.00001382331,0.00008103285,0.002170406,0.0002043045,0.00001109189,0.0001295277,0.0001679866,0.0003078071,0.0007101099,0.0006318213,0.9955329,0.00003924087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003519487,0.001236397,0.01071064,0.01044538,0.007380459,0.003996532,0.02656446,0.003782475,0.9323642],"genre_scores_gemma":[0.01538064,0.002042694,0.02051489,0.004232239,0.001246358,0.002084964,0.03886819,0.001180712,0.9144493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09689192,"threshold_uncertainty_score":0.315397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188296597851589,"score_gpt":0.2648985059312502,"score_spread":0.2430155399527343,"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."}}