{"id":"W4231056841","doi":"10.2118/2004-286","title":"Integration of the CANMET Hydrocyclone In a Conventional Heavy Oil Treatment Facility","year":2004,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrocyclone; Environmental science; Computer science; Waste management; Engineering; Physics","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":[0.0002916124,0.0004380443,0.000338281,0.000448478,0.0003384463,0.0005492106,0.0009375049,0.0006815922,0.003827413],"category_scores_gemma":[0.0005147228,0.0002182741,0.0002896056,0.0003399194,0.0002596633,0.0006509033,0.0006046463,0.0004898485,0.0008909714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000790242,"about_ca_system_score_gemma":0.0009582064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331597,"about_ca_topic_score_gemma":0.004881411,"domain_scores_codex":[0.9993692,0.00003914104,0.00002864281,0.0001125908,0.0003041009,0.0001462823],"domain_scores_gemma":[0.9995942,0.00003968012,0.00006865006,0.00006577453,0.0001327843,0.00009900591],"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":[0.001326579,0.0007749485,0.003934415,0.0004630532,0.00004118738,0.000570278,0.0001055685,0.005092515,0.9278703,0.0004936961,0.001237345,0.05809015],"study_design_scores_gemma":[0.0002421604,0.006063681,0.0225875,0.0000828944,0.00008998024,0.0007859658,0.0001330237,0.02195796,0.9165518,0.00009874624,0.03129703,0.000109261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752244,0.0003287157,0.01532538,0.0001116971,0.000104319,0.0004746198,0.0003901071,0.0009582593,0.00708258],"genre_scores_gemma":[0.9669757,0.0001755946,0.02600773,0.00005991664,0.00001610271,0.0001455647,0.000598573,0.00006163892,0.005959102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003827413,"threshold_uncertainty_score":0.01280403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581221362754423,"score_gpt":0.221454429792502,"score_spread":0.2056422161649578,"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."}}