{"id":"W2233736670","doi":"10.1115/ipc2010-31678","title":"Designing CO2 Transmission Pipelines Without Crack Arrestors","year":2010,"lang":"en","type":"article","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Pipeline transport; Pipeline (software); Petroleum engineering; Fossil fuel; Engineering; Marine engineering; Mechanical engineering; Waste management","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":[0.0001097209,0.0001466482,0.0001246201,0.00006761265,0.00004495492,0.00003179974,0.0001017669,0.00009272991,0.0001456577],"category_scores_gemma":[0.00001413656,0.0001287468,0.00004463543,0.00009639504,0.00001389773,0.00009601568,0.000005162418,0.0002764146,0.00008027596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007807935,"about_ca_system_score_gemma":0.000006751882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000956539,"about_ca_topic_score_gemma":0.000007479746,"domain_scores_codex":[0.9993988,0.000003953278,0.0001510248,0.0001204791,0.0001009491,0.0002247529],"domain_scores_gemma":[0.9996679,0.00003365107,0.000008048505,0.0001540658,0.00001792854,0.0001184172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002910441,0.000009034072,0.000919717,0.0000652172,0.00001517498,0.000004279729,0.0001915382,0.4708517,0.5054783,0.000143885,0.001602078,0.0207161],"study_design_scores_gemma":[0.0002019873,0.000009148351,0.0002451409,0.00004144859,0.00001120919,0.00000962299,0.00002102742,0.7429667,0.202784,0.00007172417,0.05335079,0.0002871513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1806391,0.0001095185,0.8030432,0.00003058277,0.001120835,0.0000682117,5.633525e-7,0.001380812,0.01360717],"genre_scores_gemma":[0.9554154,0.00003236523,0.04347728,0.00001505669,0.0002395023,0.000005128325,0.000002648769,0.00005231535,0.0007602829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7747763,"threshold_uncertainty_score":0.5250141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00672979237195474,"score_gpt":0.2000626102461978,"score_spread":0.1933328178742431,"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."}}