{"id":"W2015742925","doi":"10.2118/2002-205","title":"Pipeline Transportation of Emerging Partially Upgraded Bitumen","year":2002,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Asphalt; Petroleum engineering; Pipeline transport; Computer science; Transport engineering; Environmental science; Engineering; Materials science; Operating system; Environmental engineering","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":[0.0002226334,0.0004230993,0.000306987,0.0009274423,0.0008882056,0.001148651,0.0006451744,0.0004869924,0.006193254],"category_scores_gemma":[0.000181337,0.0001618874,0.0003246531,0.0009595106,0.0002864526,0.001002372,0.0005991743,0.0004351359,0.001793695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004988898,"about_ca_system_score_gemma":0.003258947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1346448,"about_ca_topic_score_gemma":0.1426758,"domain_scores_codex":[0.9996936,0.000009890322,0.000007732539,0.00003538124,0.0001598807,0.00009347441],"domain_scores_gemma":[0.9998108,0.00001105208,0.00002260595,0.00001109199,0.0001195136,0.00002488184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001108617,0.0001384102,0.01969563,0.001621425,0.00005824494,0.002428331,0.0005025308,0.03180957,0.672368,0.008879888,0.01097116,0.2504181],"study_design_scores_gemma":[0.00004214097,0.0009963239,0.03450082,0.0002518228,0.00009171574,0.001184748,0.001326546,0.05990111,0.684998,0.002536586,0.2140148,0.0001553525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.90095,0.008805527,0.03604712,0.0008261405,0.0002359594,0.0002329961,0.005693752,0.001188944,0.04601961],"genre_scores_gemma":[0.9634728,0.003474215,0.008518922,0.00007246095,0.00001080953,0.00003138036,0.003584593,0.00007451305,0.02076025],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8653552,"threshold_uncertainty_score":0.2677222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264372439064822,"score_gpt":0.197880643915211,"score_spread":0.1852369195245628,"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."}}