{"id":"W3195835413","doi":"10.1002/cjce.24300","title":"A comparative study on enhancing oil recovery with partially hydrolyzed polyacrylamide: Emulsion versus powder","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and Technology of the People's Republic of China; National Natural Science Foundation of China; China Postdoctoral Science Foundation; Department of Science and Technology of Shandong Province","keywords":"Polyacrylamide; Polymer; Hydrolysis; Viscosity; Emulsion; Chemistry; Chemical engineering; Apparent viscosity; Adsorption; Enhanced oil recovery; Chromatography; Materials science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002881498,0.000334898,0.000195855,0.0002617153,0.0000866746,0.000181711,0.0001568984,0.0001713969,0.0006182662],"category_scores_gemma":[0.0003976478,0.00009701109,0.0002594198,0.0001986041,0.0001260132,0.0003992346,0.0001677714,0.0002611251,0.0001341853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126298,"about_ca_system_score_gemma":0.0001189428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005453198,"about_ca_topic_score_gemma":0.000627065,"domain_scores_codex":[0.9998499,0.00002378369,0.00001344936,0.00003768443,0.00004583022,0.00002928296],"domain_scores_gemma":[0.9998316,0.00003731639,0.0000523784,0.0000111421,0.00004539314,0.00002225371],"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":[0.0001116951,0.00002426726,0.0001733209,0.00005990119,0.00000545072,0.00002820975,0.00001350228,0.00007857713,0.9968964,0.00002063033,0.00001105386,0.002576979],"study_design_scores_gemma":[0.000005750135,0.000523399,0.001247236,0.000003919898,0.00001920774,0.00003935985,0.00001473913,0.000685966,0.9970279,0.000007363349,0.0004211598,0.000004001116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995802,0.001324179,0.002254052,0.00002170393,0.00001318422,0.00001609251,0.00005205503,0.00003611449,0.0004807039],"genre_scores_gemma":[0.9945818,0.0009848945,0.003398818,0.0000229853,0.000008370357,0.00001375043,0.0000809234,0.00002157658,0.0008868574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006182662,"threshold_uncertainty_score":0.002068341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293632666046157,"score_gpt":0.2251458533129785,"score_spread":0.212209526652517,"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."}}