{"id":"W2623984554","doi":"10.5006/c2014-3824","title":"Laboratory Tests Comparing the Corrosivity of Dilbit and Synbit with Conventional Crudes under Pipeline Conditions","year":2014,"lang":"en","type":"article","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Corrosion; Pipeline (software); Metallurgy; Pipeline transport; Petroleum engineering; Environmental science; Materials science; Engineering; Environmental engineering; 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":[0.0003865339,0.0007089144,0.0003521635,0.000309476,0.0001661362,0.0002293647,0.0004330387,0.0002731575,0.00144149],"category_scores_gemma":[0.0006878994,0.0002082662,0.0003962702,0.0004187286,0.000240892,0.000236458,0.0003296256,0.0003812526,0.0002716981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461174,"about_ca_system_score_gemma":0.000189612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002422933,"about_ca_topic_score_gemma":0.002837948,"domain_scores_codex":[0.9995702,0.00007885681,0.00004623726,0.00007325854,0.0001673125,0.00006420302],"domain_scores_gemma":[0.9993538,0.0001332351,0.0001731312,0.00005665145,0.0002159392,0.00006718729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005917925,0.0001007516,0.0009184026,0.000115694,0.00002228312,0.00007279972,0.00007353968,0.00021868,0.9967737,0.00002983495,0.00002893344,0.001053708],"study_design_scores_gemma":[0.000009822605,0.004604968,0.003111328,0.000006974709,0.00003305806,0.0000771858,0.00006738894,0.0002853652,0.9914712,0.000008732482,0.0003181121,0.000005812174],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977574,0.0003128113,0.001256164,0.00001252418,0.00001325979,0.00002241889,0.000156783,0.00001836829,0.0004504133],"genre_scores_gemma":[0.9952028,0.0006335782,0.002075503,0.00001475731,0.00001023541,0.00003183517,0.0003681895,0.00001231214,0.001650839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002422933,"threshold_uncertainty_score":0.004822254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669451958602428,"score_gpt":0.2559879367321844,"score_spread":0.2392934171461601,"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."}}