{"id":"W2157359204","doi":"10.1002/cjce.22216","title":"Comparison of Performances of Different Types of Clarifiers for the Treatment of Oily Wastewater Produced from Polymer Flooding","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flocculation; Polyacrylamide; Chemical engineering; Polymer; Zeta potential; Cationic polymerization; Ammonium chloride; Rheology; Materials science; Chemistry; Chromatography; Polymer chemistry; Composite material; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118005,0.0001171733,0.0003937616,0.00008984829,0.00001059075,0.000005127398,0.0002254727,0.00006279227,0.000005336416],"category_scores_gemma":[0.00005089559,0.00006911118,0.0001173436,0.00007680618,0.00005689943,0.00005118481,0.000005507138,0.000116696,6.917981e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211504,"about_ca_system_score_gemma":0.00007549414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004826918,"about_ca_topic_score_gemma":0.0001039054,"domain_scores_codex":[0.999202,0.000006811697,0.0004540286,0.00004800753,0.0001372619,0.0001518682],"domain_scores_gemma":[0.9993364,0.0001456524,0.0001571328,0.000156492,0.00009983739,0.0001045365],"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":[0.00004955707,0.00002225324,0.001049694,0.0001368474,0.0002911108,3.641485e-7,0.002425208,0.06998601,0.9234819,0.00004606134,0.0000675503,0.002443449],"study_design_scores_gemma":[0.0002626817,0.0001718398,0.0001129008,0.0001642305,0.00008405151,0.000001714794,0.00008520522,0.02184552,0.9770944,0.00004347593,0.00007127309,0.00006269977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961038,0.002914739,0.0005721439,0.000042518,0.0001990289,0.000107347,0.00002297039,0.000007534865,0.00002992318],"genre_scores_gemma":[0.9990597,0.00002950533,0.0008017697,0.000001168642,0.0000762577,0.000005789367,0.000001779325,0.00001909457,0.000004931591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05361251,"threshold_uncertainty_score":0.2818272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249422965582496,"score_gpt":0.2392478440466143,"score_spread":0.2143055474883648,"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."}}