{"id":"W6999348206","doi":"","title":"Crude Oil Desalter - Global Market Forecast to 2022: Key Players are Alfa Laval, Canadian Petroleum Processing Equipment, Frames, Forum Energy Technologies, and Schlumberger - ResearchAndMarkets.com","year":2018,"lang":"en","type":"other","venue":"","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Petroleum; Crude oil; Key (lock); Energy (signal processing); Synthetic crude; Energy market","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":[0.0004414635,0.00106646,0.0003167523,0.002057198,0.0006785335,0.00257884,0.0005802897,0.0009736269,0.09833401],"category_scores_gemma":[0.001334096,0.0002351349,0.0003913139,0.002989483,0.0003133445,0.0023663,0.0006838441,0.00117174,0.05616017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003727268,"about_ca_system_score_gemma":0.004185739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2084534,"about_ca_topic_score_gemma":0.2079933,"domain_scores_codex":[0.9995584,0.00001086438,0.000009142956,0.0000376844,0.0003168729,0.00006704946],"domain_scores_gemma":[0.9991202,0.00002925305,0.00004511601,0.00002582548,0.0006643021,0.0001153025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000175538,0.00002598604,0.001447984,0.0001336585,0.000007623664,0.00005912423,0.00002076871,0.0007656774,0.0005574322,0.007506527,0.9475675,0.04173214],"study_design_scores_gemma":[0.0000232001,0.00002211389,0.003698097,0.00007178183,0.000007234243,0.00002373834,0.00009894685,0.001240741,0.001753709,0.001787539,0.9912575,0.00001551858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009893157,0.002745043,0.002165164,0.008094385,0.002184189,0.0001628691,0.3405176,0.003579189,0.6306584],"genre_scores_gemma":[0.06485469,0.00514241,0.003502898,0.0009194973,0.0003629928,0.00009098919,0.1986016,0.001334219,0.7251906],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2084534,"threshold_uncertainty_score":0.4144801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270597243057155,"score_gpt":0.2669284196791829,"score_spread":0.2542224472486114,"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."}}