{"id":"W1885240582","doi":"10.3968/j.aped.1925543820130602.1718","title":"Enhance Plugging Performance of Microgel by Introducing Cationic Group","year":2013,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cationic polymerization; Polyacrylamide; Chemical engineering; Dynamic light scattering; Monomer; Acrylamide; Materials science; Polymer chemistry; Microemulsion; Viscosity; Polymerization; Adsorption; Chemistry; Polymer; Organic chemistry; Composite material; Nanoparticle; Pulmonary surfactant; Nanotechnology","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":[0.0001538152,0.0004466899,0.0001188207,0.0002292034,0.00008802112,0.0002595244,0.0001324418,0.0002428669,0.0006381098],"category_scores_gemma":[0.0002358599,0.0001100709,0.0001551057,0.0001174582,0.0001635673,0.0004030604,0.0001953766,0.0002298786,0.000140844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590675,"about_ca_system_score_gemma":0.0001289234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002811846,"about_ca_topic_score_gemma":0.0004362591,"domain_scores_codex":[0.9999256,0.000009489426,0.000007568213,0.00002166941,0.00001749972,0.00001819385],"domain_scores_gemma":[0.9998503,0.00003458393,0.00005262934,0.000008948485,0.00002754401,0.00002596095],"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":[0.00001882386,0.000005423947,0.00004991423,0.0000248363,0.000001283802,0.00001839674,0.00000852481,0.00004066102,0.9988319,0.00002510729,0.000005358865,0.0009696722],"study_design_scores_gemma":[0.00000268454,0.00007696766,0.0003010955,0.000002177326,0.000004156097,0.00003149629,0.000005634762,0.0002458169,0.9989343,0.000006909533,0.0003865036,0.000002194814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919721,0.001196305,0.005838363,0.00005069077,0.00001928516,0.0000228778,0.00004582278,0.00008025813,0.0007743561],"genre_scores_gemma":[0.9900194,0.0008418045,0.00761221,0.00004436254,0.000008379262,0.00001888613,0.00005869273,0.00002013449,0.001376049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006381098,"threshold_uncertainty_score":0.002134621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007737003589195124,"score_gpt":0.2281129621117972,"score_spread":0.2203759585226021,"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."}}