{"id":"W278096620","doi":"10.5006/c2003-03645","title":"The Safe Processing of High Naphthenic Acid Content Crude Oils - Refinery Experience and Mitigation Studies","year":2003,"lang":"en","type":"article","venue":"","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Naphthenic acid; Refinery; Waste management; Refining (metallurgy); Pulp and paper industry; Metallurgy; Corrosion; Environmental science; Materials science; 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":[0.001222435,0.0003307015,0.0003417326,0.0003319663,0.000727324,0.0004425398,0.0004222645,0.0005015752,0.001285828],"category_scores_gemma":[0.001288795,0.0001713879,0.0003501729,0.0002763894,0.0004007216,0.0005797896,0.0004047189,0.000487672,0.0003543684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005013647,"about_ca_system_score_gemma":0.0006090532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00694272,"about_ca_topic_score_gemma":0.01122469,"domain_scores_codex":[0.9993007,0.0002012574,0.00003969155,0.00006637416,0.00031266,0.00007920784],"domain_scores_gemma":[0.9991347,0.0002419224,0.000142155,0.00009340976,0.00033261,0.00005514115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001663583,0.002207441,0.0131436,0.0006988903,0.0001187792,0.0009256763,0.003567949,0.00821262,0.8586721,0.0006750899,0.0004585582,0.1096557],"study_design_scores_gemma":[0.00008970786,0.01992424,0.01922389,0.00004138762,0.0001231516,0.0007810336,0.001532963,0.00335116,0.9434448,0.0003818736,0.01105435,0.00005142703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961515,0.0005746859,0.001911563,0.00006841187,0.000003100977,0.00003167407,0.00002162882,0.0000121325,0.001225385],"genre_scores_gemma":[0.992946,0.001163313,0.003588584,0.00002883047,0.00000513638,0.000009772592,0.0000665079,0.00001117828,0.002180776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00694272,"threshold_uncertainty_score":0.01380461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03653228844640975,"score_gpt":0.2818116897406858,"score_spread":0.2452794012942761,"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."}}