{"id":"W3094744489","doi":"10.1115/pvp2020-21054","title":"Pipeline Crack Half-Life Versus 1.10 Safety Factor at Next Inspection","year":2020,"lang":"en","type":"article","venue":"Volume 1: Codes and Standards","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Pipeline (software); Interval (graph theory); Integrity management; Pipeline transport; Computer science; Reliability engineering; Operator (biology); Asset (computer security); Feature (linguistics); Engineering; Computer security; Mathematics; Mechanical 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":[0.002469782,0.0003423153,0.0003148796,0.001682637,0.0004682078,0.0008663429,0.001055245,0.0008263076,0.005218076],"category_scores_gemma":[0.01131393,0.0001669418,0.0003108413,0.0003979368,0.0006268235,0.0008395535,0.000636003,0.0006562556,0.0009654812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448288,"about_ca_system_score_gemma":0.0008156959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003861942,"about_ca_topic_score_gemma":0.00585206,"domain_scores_codex":[0.9966428,0.0003821571,0.0001503525,0.0003832091,0.002206751,0.0002347554],"domain_scores_gemma":[0.9850456,0.004800355,0.002070841,0.001351303,0.006343068,0.0003888979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005051986,0.0007203575,0.1354361,0.0007015978,0.00008156023,0.0003963427,0.001010919,0.07832164,0.333334,0.01024339,0.01139865,0.4233034],"study_design_scores_gemma":[0.0002006931,0.01080984,0.268313,0.0003556073,0.0001434,0.001348367,0.001246176,0.1704276,0.5186825,0.005109562,0.02302283,0.0003403885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237832,0.001019244,0.0434237,0.0005956794,0.0002360578,0.0002365135,0.001116107,0.001569257,0.02802029],"genre_scores_gemma":[0.9841065,0.00009287638,0.01165998,0.0000451323,0.00001188478,0.00004788363,0.0002874443,0.00005227188,0.003696034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005218076,"threshold_uncertainty_score":0.01745623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682461534903965,"score_gpt":0.2382845212562258,"score_spread":0.2114599059071862,"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."}}