{"id":"W4389140568","doi":"10.1115/pvp2023-105832","title":"PRCI Burst Pressure Model Modernization and Performance","year":2023,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Charpy impact test; Fracture toughness; Fracture mechanics; Toughness; Stress corrosion cracking; Pipeline transport; Structural engineering; Computer science; Materials science; Engineering; Mechanical engineering; Corrosion; Composite material","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":[0.001802644,0.0008075132,0.0007186517,0.0005397823,0.0005084325,0.00179276,0.002537835,0.0007709093,0.003804651],"category_scores_gemma":[0.00423764,0.0004660062,0.0008514946,0.0004886262,0.0004891446,0.001096552,0.001321717,0.001934916,0.001158087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566289,"about_ca_system_score_gemma":0.001755573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02936243,"about_ca_topic_score_gemma":0.01356119,"domain_scores_codex":[0.9993411,0.0001141584,0.00003732292,0.0001164557,0.0003379698,0.00005299443],"domain_scores_gemma":[0.9978989,0.0006060753,0.0001155126,0.0004424656,0.0008510028,0.00008593192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001925457,0.0001050089,0.005503182,0.00009859291,0.000054002,0.00005980442,0.0000746698,0.9404377,0.003946347,0.004138699,0.00217524,0.04321421],"study_design_scores_gemma":[0.00000658794,0.00002896663,0.0002391071,0.00000536025,0.00000474464,0.000007250426,0.000006756252,0.9977114,0.00111895,0.0001975903,0.0006668783,0.000006427437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3885163,0.0005653959,0.5529013,0.001348563,0.0003602217,0.0003732014,0.002262233,0.01504722,0.03862551],"genre_scores_gemma":[0.8973916,0.000261841,0.09349017,0.0001495174,0.00003503323,0.0002458064,0.002377089,0.0007166965,0.005332196],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02936243,"threshold_uncertainty_score":0.05838305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324290296252722,"score_gpt":0.2081355097604218,"score_spread":0.1948926067978946,"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."}}